Year  Title  Author 
2017

Video superresolution reconstruction based on deep convolutional neural network and spatiotemporal similarity 
L Linghui, D Junping, L Meiyu, R Nan, F Dan

2017

SegNet: A Deep Convolutional EncoderDecoder Architecture for Scene Segmentation 
V Badrinarayanan, A Kendall, R Cipolla

2017

Deep Autocontext Convolutional Neural Networks for StandardDose PET Image Estimation from LowDose PET/MRI 
L Xiang, Y Qiao, D Nie, L An, Q Wang, D Shen

2017

Deep Refinement Convolutional Networks for Human Pose Estimation 
I Marras, P Palasek, I Patras

2017

A Study of Convolutional Sparse Feature Learning for Human Age Estimate 
X Wang, R Li, Y Zhou, C Kambhamettu

2017

Infrared variation reduction by simultaneous background suppression and target contrast enhancement for deep convolutional neural networkbased automatic target … 
S Kim

2017

Multimodal 2D+ 3D Facial Expression Recognition with Deep Fusion Convolutional Neural Network 
H LI, J Sun, XU Zongben, L Chen

2017

The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle 
RJ Cunningham, PJ Harding, ID Loram

2017

A Twochannel Convolutional Neural Network for Image SuperResolution 
S Li, R Fan, G Lei, G Yue, C Hou

2017

DCMDN: Deep Convolutional Mixture Density Network 
A D'Isanto, KL Polsterer

2017

Fully Convolutional Network and Region Proposal for Instance Identification with egocentric vision 
M Portaz, M Kohl, G Quénot, JP Chevallet

2017

DeepFeat: A Bottom Up and Top Down Saliency Model Based on Deep Features of Convolutional Neural Nets 
A Mahdi, J Qin

2017

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images 
H Müller

2017

Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of fullfield digital mammograms 
H Li, ML Giger, BQ Huynh, NO Antropova

2017

What does a convolutional neural network recognize in the moon? 
D Shoji

2017

Aspect Based Sentiment Analysis Using the Deep Learning Convolutional Neural Networks 
R Kumar, HSG Pannu

2017

Spatiotemporal Convolutional Features for Lipreading 
K Paleček

2017

STNet: Selective Tuning of Convolutional Networks for Object Localization 
M Biparva, J Tsotsos

2017

MultiNational Banknote Classification Based on Visiblelight Line Sensor and Convolutional Neural Network 
TD Pham, DE Lee, KR Park

2017

Fully Convolutional Architectures for MultiClass Segmentation in Chest Radiographs 
AA Novikov, D Major, D Lenis, J Hladůvka, M Wimmer

2017

Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image … 
RT Kelly

2017

Fast contentbased image retrieval using Convolutional Neural Network and hash function 
DI Varga, T Szirányi

2017

Unsupervised Transfer Learning via MultiScale Convolutional Sparse Coding for Biomedical Applications 
H Chang, J Han, C Zhong, A Snijders, JH Mao

2017

Localization of the Slab Information in Factory Scenes using Deep Convolutional Neural Networks 
SJ Lee, SW Kim

2017

Stacked convolutional autoencoders for surface recognition based on 3d point cloud data 
M Maimaitimin, K Watanabe, S Maeyama

2017

Discriminating between benign and malignant breast tumors using 3D convolutional neural network in dynamic contrast enhanced MR images 
J Li, M Fan, J Zhang, L Li

2017

What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional AutoEncoder Features 
M Alberti, M Seuret, R Ingold, M Liwicki

2017

Autoregressive Convolutional Neural Networks for Asynchronous Time Series 
M Binkowski, G Marti, P Donnat

2017

A Convolutional Neural Network Approach for HalfPel Interpolation in Video Coding 
N Yan, D Liu, H Li, F Wu

2017

Multiscale Hierarchical Convolutional Networks 
JH Jacobsen, E Oyallon, S Mallat, AWM Smeulders

2017

Convolutional Neural Networks for Water Body Extraction From Landsat Imagery 
L Yu, Z Wang, S Tian, F Ye, J Ding, J Kong

2017

HardwareDriven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks 
J Li, Z Yuan, Z Li, C Ding, A Ren, Q Qiu, J Draper

2017

Towards Graffiti Classification in Weakly Labeled Images Using Convolutional Neural Networks 
VO Andersson, RM Araujo

2017

Robust Hand Pose Regression Using Convolutional Neural Networks 
F Gomez

2017

Invariance and Stability of Deep Convolutional Representations 
A Bietti, J Mairal

2017

Action Recognition Based on Features Fusion and 3D Convolutional Neural Networks 
L Liu, F Hu, J Zhao

2017

Exploring Alzheimer's anatomical patterns through convolutional networks 
JM Ortiz

2017

VoNet: vehicle orientation classification using convolutional neural network 
R You, JW Kwon

2017

Pedestrian Counting via Deep Convolutional Neural Networks In Crowded Scene 
J Li, J Song

2017

Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications 
B Kim, M Lee, J Kim, J Kim, J Lee

2017

Convolutional network to detect exudates in eye fundus images of diabetic subjects 
O Perdomo, J Arevalo, FA González

2017

Distributed Decoding of Convolutional Network Error Correction Codes 
H Yang, W Guo

2017

A New Convolutional NetworkinNetwork Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction 
Y Kim, I Hwang, NI Cho

2017

Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification 
S Korolev, A Safiullin, M Belyaev, Y Dodonova

2017

Medical Image Retrieval using Deep Convolutional Neural Network 
A Qayyum, SM Anwar, M Awais, M Majid

2017

On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations 
N Cheney, M Schrimpf, G Kreiman

2017

Multistage Multirecursiveinput Fully Convolutional Networks for Neuronal Boundary Detection 
W Shen, B Wang, Y Jiang, Y Wang, A Yuille

2017

MultiPath RegionBased Convolutional Neural Network for Accurate Detection of Unconstrained" Hard Faces" 
Y Liu, MD Levine

2017

Countception: Counting by Fully Convolutional Redundant Counting 
JP Cohen, HZ Lo, Y Bengio

2017

A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds 
M Yousefhussien, DJ Kelbe, EJ Ientilucci, C Salvaggio

2017

StemNet: A Temporally Trained Fully Convolutional Network for Segmentation of Muscular Stem Cells 
M Isaksson

2017

Highperformance video content recognition with longterm recurrent convolutional network for FPGA 
X Zhang, X Liu, A Ramachandran, C Zhuge, S Tang

2017

Fully Convolutional Network and SparsityBased Dictionary Learning for Liver Lesion Detection in CT Examinations 
A Ben

2017

TORNADO: A SpatioTemporal Convolutional Regression Network for Video Action Proposal 
H Zhu, R Vial, S Lu

2017

Collaborative Filtering Recommendation Model based on Convolutional Denoising Auto Encoder 
H Huan, Z Wei, L Liang, L Yang

2017

Deep Convolutional Neural Networks with transfer learning for computer visionbased datadriven pavement distress detection 
K Gopalakrishnan, SK Khaitan, A Choudhary

2017

Dynamic frame resizing with convolutional neural network for efficient video compression 
J Kim, Y Park, KP Choi, JS Lee, S Jeon, JH Park

2017

A Geometric Approach to Active Learning for Convolutional Neural Networks 
O Sener, S Savarese

2017

Personalized Citation Recommendation via Convolutional Neural Networks 
J Yin, X Li

2017

An EndtoEnd Compression Framework Based on Convolutional Neural Networks 
F Jiang, W Tao, S Liu, J Ren, X Guo, D Zhao

2017

TargetSpecific Convolutional Bidirectional LSTM Neural Network for Political Ideology Analysis 
X Li, W Chen, T Wang, W Huang

2017

Image super resolution using deep convolutional network based on topology aggregation structure 
F Yang, W Xu, Y Tian

2017

EMGBased Estimation of Limb Movement Using Deep Learning With Recurrent Convolutional Neural Networks. 
P Xia, J Hu, Y Peng

2017

Road Detection using Convolutional Neural Networks 
A Narayan, E Tuci, F Labrosse, MHM Alkilabi

2017

Pose Estimation of a Cuboid in a Controlled Environment with Deep Convolutional Neural Networks for an Industrial Application 
A Froessl

2017

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network 
R Pradhan, R Aygun, M Maskey, R Ramachandran

2017

Convolutional Neural Networks for the Extraction of BuiltUp Areas from Sentinel2 Images 
K Djerriri, R Adjouj, D Attaf

2017

Fully Convolutional Object Depth Prediction for 3D Segmentation from 2.5 D Input 
K Wada, K Okada, M Inaba

2017

Convolutional Recognition Of Dynamic Textures With Preliminary Categorization. 
MN Favorskaya, AV Pyataeva

2017

Gait Recognition Based On Convolutional Neural Networks. 
A Sokolova, A Konushin

2017

Exploring deep features: deeper fully convolutional neural network for image segmentation 
SA Kamran, B Khaled, M Asif, S Bin Kabir

2017

Thermalnet: A Deep Convolutional Network For Synthetic Thermal Image Generation. 
VV Kniaz, VS Gorbatsevich, VA Mizginov

2017

Visual object recognition using deep convolutional neural network 
S Ahmed

2017

Monoaural Audio Source Separation Using Deep Convolutional Neural Networks 
P Chandna, M Miron, J Janer, E Gómez

2017

Structured SVM backpropagation to Convolutional Neural Network applying to Human Pose Estimation 
P Witoonchart, P Chongstitvatana

2017

Breast Density Classification with Convolutional Neural Networks 
J Wainer

2017

Text detection in natural images using convolutional neural networks 
MM Grond

2017

Do Deep Convolutional Nets Really Need to be Deep and Convolutional? 
G Urban, KJ Geras, SE Kahou, O Aslan, S Wang

2017

Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks 
N Haque, ND Reddy, KM Krishna

2017

Localization and diagnosis framework for pediatric cataracts based on slitlamp images using deep features of a convolutional neural network 
X Liu, J Jiang, K Zhang, E Long, J Cui, M Zhu, Y An

2017

Convolutional Recurrent Neural Networks for SmallFootprint Keyword Spotting 
SO Arik, M Kliegl, R Child, J Hestness, A Gibiansky

2017

Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing 
T Desell

2017

Mobile Stride Length Estimation with Deep Convolutional Neural Networks 
J Hannink, T Kautz, C Pasluosta, J Barth, S Schulein

2017

Texture segmentation with Fully Convolutional Networks 
V Andrearczyk, PF Whelan

2017

Deep learning with convolutional neural networks for brain mapping and decoding of movementrelated information from the human EEG 
RT Schirrmeister, JT Springenberg, LDJ Fiederer

2017

Deep residual coalesced convolutional network for efficient semantic road segmentation 
I Ardiyanto, TB Adji

2017

Object Tracking via Inverse Sparse Representation and Convolutional Networks 
H Wang, H Ge

2017

Emotional Video Scene Retrieval Using Multilayer Convolutional Network 
H Nomiya, S Sakaue, M Maeda, T Hochin

2017

Conditional Time Series Forecasting with Convolutional Neural Networks 
A Borovykh, S Bohte, CW Oosterlee

2017

Pseudorehearsal Approach for Incremental Learning of Deep Convolutional Neural Networks 
D Mellado, C Saavedra, S Chabert, R Salas

2017

Learning Discriminative Convolutional Features for Skeletal Action Recognition 
J Xu, Y Xiang, L Hu

2017

EndtoEnd Disparity Estimation with Multigranularity Fully Convolutional Network 
G Yang, Z Deng

2017

Generic Pixel Level Object Tracker Using BiChannel Fully Convolutional Network 
Z Chen, J Li, Z Chen, X You

2017

Generating Realistic Chinese Handwriting Characters via Deep Convolutional Generative Adversarial Networks 
C Gu, J Liu, L Kong

2017

The application of series multipooling convolutional neural networks for medical image segmentation 
F Wang, S Huang, L Shi, W Fan

2017

Vehicle Detection and Counting in HighResolution Aerial Images Using Convolutional Regression Neural Network 
H Tayara, KG Soo, KT Chong

2017

Efficient symmetrydriven fully convolutional network for multimodal brain tumor segmentation 
H Shen, J Zhang, W Zheng

2017

Material structureproperty linkages using threedimensional convolutional neural networks 
A Cecen, H Dai, YC Yabansu, SR Kalidindi, L Song

2017

Deep Convolutional Level Set Method for Image Segmentation 
A Kristiadi, P Pranowo

2017

Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks 
Y Long, Y Gong, Z Xiao, Q Liu

2017

Deep convolutional network for detecting probable emergency situations 
TJ Rak, OV Menshikova, OP Maksymiv

2017

A Fast and Compact Salient Score Regression Network Based on Fully Convolutional Network 
X Xi, Y Luo, F Li, P Wang, H Qiao

2017

Learning and Transferring Convolutional Neural Network Knowledge to Ocean Front Recognition 
E Lima, X Sun, J Dong, H Wang, Y Yang, L Liu

2017

Deep Convolutional Factor Analyser for Multivariate Time Series Modeling 
C Yuan, A Chakraborty

2017

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint 
W Xiong, B Du, L Zhang, R Hu, D Tao

2017

Abnormality Detection and Localization in Chest XRays using Deep Convolutional Neural Networks 
MT Islam, MA Aowal, AT Minhaz, K Ashraf

2017

An Automatic Gastrointestinal Polyp Detection System in Video Endoscopy Using Fusion of Color Wavelet and Convolutional Neural Network Features 
M Billah, S Waheed, MM Rahman

2017

A novel convolutional neural network architecture for image superresolution based on channels combination 
C Liu, Y Li, J Luo, Y Zhou

2017

A medical image fusion method based on convolutional neural networks 
Y Liu, X Chen, J Cheng, H Peng

2017

Fully Convolutional Network With Task Partitioning for Inshore Ship Detection in Optical Remote Sensing Images 
H Lin, Z Shi, Z Zou

2017

Pedestrian Movement Direction Recognition Using Convolutional Neural Networks 
A Dominguez

2017

Software Defect Prediction via Convolutional Neural Network 
J Li, P He, J Zhu, MR Lyu

2017

Iterative Deep Convolutional EncoderDecoder Network for Medical Image Segmentation 
JU Kim, HG Kim, YM Ro

2017

DPCN: Parallel Convolutional Neural Networks for Image Recognition in Reverse Adversarial Style 
S Yang, G Peng

2017

SuperResolution Imaging of Mammograms Based on the SuperResolution Convolutional Neural Network 
K Umehara, J Ota, T Ishida

2017

GCNN: Object Detection Via Grid Convolutional Neural Network 
Q Lu, C Liu, Z Jiang, A Men, B Yang

2017

Crowd counting via scaleadaptive convolutional neural network 
L Zhang, M Shi

2017

Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human … 
S Hong, S Kwak, B Han

2017

A Fully Convolutional Tribranch Network (FCTN) for Domain Adaptation 
J Zhang, C Liang, CCJ Kuo

2017

Feature extraction and classification of VHR images with attribute profiles and convolutional neural networks 
T Tian, L Gao, W Song, KKR Choo, J He

2017

Deep Convolutional Neural Models for PictureQuality Prediction: Challenges and Solutions to DataDriven Image Quality Assessment 
J Kim, H Zeng, D Ghadiyaram, S Lee, L Zhang

2017

Driving Like a Human: Imitation Learning for Path Planning using Convolutional Neural Networks 
E Rehder, J Quehl, C Stiller

2017

Change detection in multitemporal synthetic aperture radar images using dualchannel convolutional neural network 
T Liu, Y Li, Y Cao, Q Shen

2017

Video Analysis With Convolutional Attention Recurrent Neural Networks 
Z LI, E Gavves, M Jain, CGM Snoek

2017

Homography Estimation From Image Pairs With Hierarchical Convolutional Networks 
F Erlik Nowruzi, R Laganiere, N Japkowicz

2017

A Fully Convolutional Network for Salient Object Detection 
S Bianco, M Buzzelli, R Schettini

2017

Using Synthetic Data to Improve Facial Expression Analysis With 3D Convolutional Networks 
I Abbasnejad, S Sridharan, D Nguyen, S Denman

2017

Convolutional Neural Networks for 3D MNIST Image Classification 
J Irvin

2017

Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network 
H Wang, H Yi, J Peng, G Wang, Y Liu, H Jiang, W Liu

2017

Deep Learning of Convolutional AutoEncoder for Image Matching and 3D Object Reconstruction in the Infrared Range 
VA Knyaz, O Vygolov, VV Kniaz, Y Vizilter

2017

Object retrieval with deep convolutional features 
E Mohedano, A Salvador, K McGuinness

2017

Facial Expression Recognition Using Salient Features and Convolutional Neural Network 
MZ Uddin, W Khaksar, J Torresen

2017

Convolutional Experts Network for Facial Landmark Detection 
A Zadeh, T Baltrušaitis, LP Morency

2017

Breast Cancer Diagnosis in DCEMRI using Mixture Ensemble of Convolutional Neural Networks 
R Rasti, M Teshnehlab, SL Phung

2017

Pretrained convolutional neural networks as feature extractors for tuberculosis detection 
UK Lopes, JF Valiati

2017

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load 
W Zhang, C Li, G Peng, Y Chen, Z Zhang

2017

Convolutional Neural Networks Arise From Ising Models and Restricted Boltzmann Machines 
S Pai

2017

Driver Fatigue Detection Using Multitask Cascaded Convolutional Networks 
X Liu, Z Fang, X Liu, X Zhang, J Gu, Q Xu

2017

Fully automated segmentation of prostate whole gland and transition zone in diffusionweighted MRI using convolutional neural networks 
T Clark, J Zhang, S Baig, A Wong, MA Haider

2017

Graph Convolutional Networks for Classification with a Structured Label Space 
M Chen, Z Lin, K Cho

2017

Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short SingleLead ECG Recordings 
J Rubin, S Parvaneh, A Rahman, B Conroy

2017

Distance Metric Optimization Driven Convolutional Neural Network for Age Invariant Face Recognition 
Y Li, G Wang, L Nie, Q Wang, W Tan

2017

Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network 
D Lu, M Heisler, S Lee, G Ding, MV Sarunic, MF Beg

2017

Towards Automatic Abdominal MultiOrgan Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network 
S Chen, H Roth, S Dorn, M May, A Cavallaro, MM Lell

2017

Hyperspectral image classification using deep convolutional neural networks 
Z Zhong, J Li

2017

Traffic Parameters Prediction Using a ThreeChannel Convolutional Neural Network 
D Zang, D Wang, J Cheng, K Tang, X Li

2017

Convolutional neural networkbased encoding and decoding of visual object recognition in space and time 
K Seeliger, M Fritsche, U Güçlü, S Schoenmakers

2017

Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and CrossDataset Learning 
M Gao, Z Xu, DJ Mollura

2017

On the Necessity of FineTuned Convolutional Neural Networks for Medical Imaging 
N Tajbakhsh, JY Shin, SR Gurudu, RT Hurst

2017

Efficient False Positive Reduction in ComputerAided Detection Using Convolutional Neural Networks and Random View Aggregation 
HR Roth, L Lu, J Liu, J Yao, A Seff, K Cherry, L Kim

2017

Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and LargeScale Datasets 
L Lu, Y Zheng, G Carneiro, L Yang

2017

Three Aspects on Using Convolutional Neural Networks for ComputerAided Detection in Medical Imaging 
HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao

2017

Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks 
M Meng, YJ Chua, E Wouterson, CPK Ong

2017

Convolutional Neural Network for Earthquake Detection and Location 
T Perol, M Gharbi, M Denolle

2017

Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation 
K Hara, R Vemulapalli, R Chellappa

2017

FCSS: Fully Convolutional SelfSimilarity for Dense Semantic Correspondence 
S Kim, D Min, B Ham, S Jeon, S Lin, K Sohn

2017

Relative Camera Pose Estimation Using Convolutional Neural Networks 
I Melekhov, J Kannala, E Rahtu

2017

Pointwise Convolutional Neural Network 
BS Hua, MK Tran, SK Yeung

2017

Gated spatio and temporal convolutional neural network for activity recognition: towards gated multimodal deep learning 
N Yudistira, T Kurita

2017

Accelerating Convolutional Neural Networks Using FineTuned Backpropagation Progress 
Y Li, Z Chen, Y Cai, D Huang, Q Li

2017

Discriminatively Boosted Image Clustering with Fully Convolutional AutoEncoders 
F Li, H Qiao, B Zhang, X Xi

2017

RC3D: Region Convolutional 3D Network for Temporal Activity Detection 
H Xu, A Das, K Saenko

2017

Stable recovery of the factors from a deep matrix product and application to convolutional network 
F Malgouyres, J Landsberg

2017

Tailoring the AI for Robotics: Finetuning Predefined Deep Convolutional Neural Network Model for a Narrower Class of Objects 
E Bayraktar, CB Yigit, P Boyraz

2017

Fully Convolutional Architecture for LowDose CT Image Noise Reduction 
S Badretale, F Shaker, P Babyn, J Alirezaie

2017

Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System 
J Zhang, Z Shi

2017

A Deep Residual Convolutional Neural Network For Facial Keypoint Detection with Missing Labels 
S Wu, J Xu, S Zhu, H Guo

2017

MSRnet: Lowlight Image Enhancement Using Deep Convolutional Network 
L Shen, Z Yue, F Feng, Q Chen, S Liu, J Ma

2017

Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection 
DJ Atha, MR Jahanshahi

2017

Adversarial PoseNet: A Structureaware Convolutional Network for Human Pose Estimation 
Y Chen, C Shen, XS Wei, L Liu, J Yang

2017

Structured learning via convolutional neural networks for vehicle detection 
AI Maqueda, CR del Blanco, F Jaureguizar, N García

2017

Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network 
X Cao, F Zhou, L Xu, D Meng, Z Xu, J Paisley

2017

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging 
M Halicek, G Lu, JV Little, X Wang, M Patel, CC Griffith

2017

Transforming Musical Signals through a Genre Classifying Convolutional Neural Network 
S Geng, G Ren, M Ogihara

2017

Detection of Inferior Myocardial Infarction using Shallow Convolutional Neural Networks 
T Reasat, C Shahnaz

2017

Object Detection Using Convolutional Neural Networks in a CoarsetoFine Manner 
X Li, S Wang

2017

Classification of TimeSeries Images Using Deep Convolutional Neural Networks 
N Hatami, Y Gavet, J Debayle

2017

Facial Key Points Detection using Deep Convolutional Neural NetworkNaimishNet 
N Agarwal, A Krohn

2017

A Novel Active Semisupervised Convolutional Neural Network Algorithm for SAR Image Recognition 
F Gao, Z Yue, J Wang, J Sun, E Yang, H Zhou

2017

Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring 
A Vilamala, KH Madsen, LK Hansen

2017

Largescale weakly supervised audio classification using gated convolutional neural network 
Y Xu, Q Kong, W Wang, MD Plumbley

2017

3D Densely Connected Convolutional Network for the Recognition of Human Shopping Actions 
D Gu

2017

Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification 
G Zhong, S Yan, K Huang, Y Cai, J Dong

2017

Ensemble of Convolutional Neural Networks for Crop Classification of Sentinel1 SAR data 
M Lavreniuk

2017

A Deep Convolutional Neural Network for Video Sequence Background Subtraction 
M Babaee, DT Dinh, G Rigoll

2017

Dual Temporal Scale Convolutional Neural Network for MicroExpression Recognition 
M Peng, C Wang, T Chen, G Liu, X Fu

2017

Synthesizing CT from Ultrashort EchoTime MR Images via Convolutional Neural Networks 
S Roy, JA Butman, DL Pham

2017

Esophagus Tumor Segmentation Using Fully Convolutional Neural Network and Graph Cut 
Z Hao, J Liu, J Liu

2017

Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by ContextGuided Fully Convolutional Networks 
J Zhang, M Liu, L Wang, S Chen, P Yuan, J Li

2017

HighResolution Aerial Image Labeling With Convolutional Neural Networks 
E Maggiori, Y Tarabalka, G Charpiat, P Alliez

2017

Detection and Characterization of the Fetal Heartbeat in Freehand Ultrasound Sweeps with Weaklysupervised Twostreams Convolutional Networks 
Y Gao, JA Noble

2017

BoundaryAware Fully Convolutional Network for Brain Tumor Segmentation 
H Shen, R Wang, J Zhang, SJ McKenna

2017

DeepUNet: A Deep Fully Convolutional Network for Pixellevel SeaLand Segmentation 
R Li, W Liu, L Yang, S Sun, W Hu, F Zhang, W Li

2017

Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network 
Q Meng, HR Roth, T Kitasaka, M Oda, J Ueno, K Mori

2017

Iris and Periocular Recognition in Arabian Race Horses Using Deep Convolutional Neural Networks 
M Trokielewicz, M Szadkowski

2017

Shifted Convolutions for Speeding up of Convolutional networks 
A MAKAROVA, V LEBEDEV, V LEMPITSKY

2017

Convolutional neural networks applied to highfrequency market microstructure forecasting 
J Doering, M Fairbank, S Markose

2017

Rotated Filters and Learning Strategies in Convolutional Neural Networks for Mammographic Lesions Detection 
EM Castro

2017

Focus classification in digital holographic microscopy using deep convolutional neural networks 
T Pitkäaho, A Manninen, TJ Naughton

2017

The Classification of Hyperspectral Images Based on BandGrouping and Convolutional Neural Network 
G Fu, H Gu

2017

Nuclei Recognition Using Convolutional Neural Network and Hough Transform 
M Żejmo, M Kowal, J Korbicz, R Monczak

2017

Perceptual Loss for Convolutional Neural Network Based Optical Flow Estimation 
Z LU, ZHU Xiang, Q LIAO

2017

Productionlevel facial performance capture using deep convolutional neural networks 
S Laine, T Karras, T Aila, A Herva, S Saito, R Yu, H Li

2017

Classification of Quantitative LightInduced Fluorescence Images Using Convolutional Neural Network 
S Imangaliyev, MH van der Veen, C Volgenant

2017

DeepPap: Deep Convolutional Networks for Cervical Cell Classification 
L Zhang, L Lu, I Nogues, R Summers, S Liu, J Yao

2017

A Deep Convolutional Neural Network Based Framework for Automatic Fetal Facial Standard Plane Recognition 
Z Yu, EL Tan, D Ni, J Qin, S Chen, S Li, B Lei, T Wang

2017

O20 Deep learning with convolutional neural networks for detection of interictal epileptiform discharges 
V Miljanović, M Tjepkema

2017

Image Classification with Convolutional Networks & TensorFlow 
J Sullivan

2017

Learning Graph While Training: An Evolving Graph Convolutional Neural Network 
R Li, J Huang

2017

Infer Cause of Death for Population Health Using Convolutional Neural Network 
H Wu, MD Wang

2017

3D multiresolution wavelet convolutional neural networks for hyperspectral image classification 
C Shi, CM Pun

2017

Constructing Finegranularity Functional Brain Network Atlases via Deep Convolutional Autoencoder 
Y Zhao, Q Dong, H Chen, A Iraji, Y Li, M Makkie, Z Kou

2017

Image quality assessment for determining efficacy and limitations of SuperResolution Convolutional Neural Network (SRCNN) 
CM Ward, J Harguess, B Crabb, S Parameswaran

2017

Video Salient Object Detection via Fully Convolutional Networks 
W Wang, J Shen, L Shao

2017

Alzheimer's disease diagnostics by a 3D deeply supervised adaptable convolutional network. 
E Hosseini

2017

Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of fullfield digital mammograms. 
H Li, ML Giger, BQ Huynh, NO Antropova

2017

Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition. 
X Chen, J Weng, W Lu, J Xu, J Weng

2017

Complexvalued convolutional neural network and its application in polarimetric SAR image classification 
Z Zhang, H Wang, F Xu, YQ Jin

2017

Detection Of Asphyxia In Infants Using Deep Learning Convolutional Neural Network (Cnn) Trained On Mel Frequency Cepstrum … 
A Zabidi, IM Yassin, HA Hassan, N Ismail, M Hamzah

2017

A Novel EndtoEnd Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images 
S Pang, Z Yu, MA Orgun

2017

CrossMedia Information Retrieval with Deep Convolutional Neural Network 
L Bai, T Yu, J Guo, Z Yang, Y Xie

2017

Richer feature for image classification with super and sub kernels based on deep convolutional neural network 
P Tang, H Wang

2017

Lipschitz Properties for Deep Convolutional Networks 
R Balan, M Singh, D Zou

2017

Parsimonious Inference on Convolutional Neural Networks: Learning and applying online kernel activation rules 
I Theodorakopoulos, V Pothos, D Kastaniotis

2017

Small Bowel Motility Assessment based on Fully Convolutional Networks and Long ShortTerm Memory 
M Pei, X Wu, Y Guo, H Fujita

2017

SizeInvariant Fully Convolutional Neural Network for vessel segmentation of digital retinal images 
Y Luo, H Cheng, L Yang

2017

Deep convolutional neural networks for detecting secondary structures in protein density maps from cryoelectron microscopy 
R Li, D Si, T Zeng, S Ji, J He

2017

A convolutional neural network based method for event classification in eventdriven multisensor network 
C Tong, J Li, F Zhu

2017

CoarsetoFine Stacked Fully Convolutional Nets for lymph node segmentation in ultrasound images 
Y Zhang, MTC Ying, L Yang, AT Ahuja, DZ Chen

2017

On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension 
C Wang, L Mauch, Z Guo, B Yang

2017

Towards recognition of protein function based on its structure using deep convolutional networks 
A Tavanaei, AS Maida, A Kaniymattam

2017

Combining convolutional neural networks and Hough Transform for classification of images containing lines 
A Sheshkus, E Limonova, D Nikolaev, V Krivtsov

2017

Fingerprint Spoof Detection Using Contrast Enhancement and Convolutional Neural Networks 
HU Jang, HY Choi, D Kim, J Son, HK Lee

2017

Fast integer approximations in convolutional neural networks using layerbylayer training 
D Ilin, E Limonova, V Arlazarov, D Nikolaev

2017

Joint Distance Maps Based Action Recognition with Convolutional Neural Network 
C Li, Y Hou, P Wang, W Li

2017

Content Recapture Detection Based on Convolutional Neural Networks 
HY Choi, HU Jang, J Son, D Kim, HK Lee

2017

Convolutional neural networks with balanced batches for facial expressions recognition 
EB Sönmez, A Cangelosi

2017

Adrenal Lesions Detection on LowContrast CT Images using Fully Convolutional Networks with MultiScale Integration 
L Bi, J Kim, T Su, M Fulham, D Feng, G Ning

2017

Deep Convolutional Neural Networks for AllDay Pedestrian Detection 
X Zhang, G Chen, K Saruta, Y Terata

2017

Modeling spatiotemporal information with convolutional gated networks 
F DE ROOS

2017

Ordinal Convolutional Neural Networks for Predicting RDoC Positive Valence Psychiatric Symptom Severity Scores 
A Rios, R Kavuluru

2017

Applying Tensorflow with Convolutional Neural Networks to Train Data and Recognize National Flags 
HH Duc, K Jung

2017

Pedestrian detection with LeNetlike convolutional networks 
A Cuesta

2017

Video Object Segmentation Through Deep Convolutional Networks 
Y Zhang, Z He

2017

MultiLayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning 
J Sulam, V Papyan, Y Romano, M Elad

2017

Detection of Neurons on Images of the Histological Slices Using Convolutional Neural Network 
I Fomin, V Mikhailov, A Bakhshiev, N Merkulyeva

2017

Deep learning with convolutional neural networks for decoding and visualization of EEG pathology 
RT Schirrmeister, L Gemein, K Eggensperger, F Hutter

2017

Automated identification of shockable and nonshockable lifethreatening ventricular arrhythmias using convolutional neural network 
UR Acharya, H Fujita, SL Oh, U Raghavendra, JH Tan

2017

Probabilistic Spatial Regression using a Deep Fully Convolutional Neural Network 
GG Slabaugh, K Knapp, SM Al

2017

Joint Background Reconstruction and Foreground Segmentation via A Twostage Convolutional Neural Network 
X Zhao, Y Chen, M Tang, J Wang

2017

Development Of A Deep Convolutional Neural Network Based System For Object Recognition In Visible Light And Infrared Images 
I YUSUF

2017

Exploring Convolutional Neural Networks for Automatic Image Colorization 
M Agrawal, K Sawhney

2017

Recurrent Convolutional Neural Network For Speech Processing 
Y Zhao, X Jin, X Hu

2017

BlockMatching Convolutional Neural Network for Image Denoising 
B Ahn, NI Cho

2017

Tube Convolutional Neural Network (TCNN) for Action Detection in Videos 
R Hou, C Chen, M Shah

2017

Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation 
Z Wang, J Yang

2017

Deep learning of submerged body images from 2D sonar sensor based on convolutional neural network 
S Lee

2017

Do Convolutional Neural Networks act as Compositional Nearest Neighbors? 
C Liu, A Bansal, V Fragoso, D Ramanan

2017

Hyperspectral classification based on spectral–spatial convolutional neural networks 
C Chen, F Jiang, C Yang, S Rho, W Shen, S Liu, Z Liu

2017

Convolutional Networks with Adaptive Computation Graphs 
A Veit, S Belongie

2017

Visual Tracking using Siamese Convolutional Neural Network with Region Proposal and Domain Specific Updating 
H Zhang, W Ni, W Yan, J Wu, H Bian, D Xiang

2017

Deep Context Convolutional Neural Networks for Semantic Segmentation 
W Yang, Q Zhou, Y Fan, G Gao, S Wu, W Ou, H Lu

2017

CCNN: Cascaded Convolutional Neural Network for Small Deformable and Low Contrast Object Localization 
X Wu, X Chen, J Zhou

2017

3D Convolutional Neural Network for Action Recognition 
J Zhang, L Chen, J Tian

2017

Multiresolution spectral input for convolutional neural networkbased speech recognition 
L Tóth

2017

An Ensemble Deep Convolutional Neural Network Model with Improved DS Evidence Fusion for Bearing Fault Diagnosis 
S Li, G Liu, X Tang, J Lu, J Hu

2017

Sentiment Analysis With Convolutional Neural Networks: Classifying sentiment in Swedish reviews 
K Svensson

2017

Performance of Autofocus Capability of Deep Convolutional Neural Networks in Digital Holographic Microscopy 
T Pitkäaho, A Manninen, TJ Naughton

2017

Towards Incremental Learning with Deep Convolutional Networks. 
A Dutt

2017

DeepLearning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery 
E Guirado, S Tabik, D Alcaraz

2017

Localization of JPEG double compression through multidomain convolutional neural networks 
I Amerini, T Uricchio, L Ballan, R Caldelli

2017

NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps 
A Aimar, H Mostafa, E Calabrese, A Rios

2017

Submanifold Sparse Convolutional Networks 
B Graham, L van der Maaten

2017

Facies classification from well logs using an inception convolutional network 
V Tschannen, M Delescluse, M Rodriguez, J Keuper

2017

Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification 
RM Anwer, FS Khan, J van de Weijer, M Molinier

2017

Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech 
M Neumann, NT Vu

2017

Fully Convolutional Neural Networks with Fullscalefeatures for Semantic Segmentation 
T Pan, B Wang, G Ding, JH Yong

2017

An Overview of Convolutional Neural Network Architectures for Deep Learning 
J Murphy

2017

aLowdose CT via convolutional neural network 
H Chen, Y Zhang, W Zhang, P Liao, K Li, J Zhou

2017

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI 
L Roa

2017

Learning Convolutional Networks for Contentweighted Image Compression 
M Li, W Zuo, S Gu, D Zhao, D Zhang

2017

MultiScale Dense Convolutional Networks for Efficient Prediction 
G Huang, D Chen, T Li, F Wu, L van der Maaten

2017

On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study 
S Pereira, A Oliveira, V Alves, CA Silva

2017

Towards thinner convolutional neural networks through Gradually Global Pruning 
Z Wang, C Zhu, Z Xia, Q Guo, Y Liu

2017

Human Activity Classification with Transmission and Reflection Coefficients of OnBody Antennas through Deep Convolutional Neural Networks 
Y Kim, Y Li

2017

Accurate lithography simulation model based on convolutional neural networks 
Y Watanabe, T Kimura, T Matsunawa, S Nojima

2017

MoFA: Modelbased Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction 
A Tewari, M Zollhöfer, H Kim, P Garrido, F Bernard

2017

LandUse Classification via Extreme Learning Classifier Based on Deep Convolutional Features 
Q Weng, Z Mao, J Lin, W Guo

2017

Thyroid Nodule Classification in Ultrasound Images by FineTuning Deep Convolutional Neural Network 
J Chi, E Walia, P Babyn, J Wang, G Groot, M Eramian

2017

Intelligent constellation diagram analyzer using convolutional neural networkbased deep learning 
D Wang, M Zhang, J Li, Z Li, J Li, C Song, X Chen

2017

Fault Diagnosis for Rotating Machinery Based on Convolutional Neural Network and Empirical Mode Decomposition 
Y Xie, T Zhang

2017

DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks 
A Mousavi, G Dasarathy, RG Baraniuk

2017

Depth map upsampling using joint edgeguided convolutional neural network for virtual view synthesizing 
Y Dong, C Lin, Y Zhao, C Yao

2017

Guided filter and convolutional network based tracking for infrared dim moving target 
K Qian, H Zhou, H Qin, S Rong, D Zhao, J Du

2017

A Simple Feedforward Convolutional Conceptor Neural Network for Classification 
G Qian, L Zhang

2017

Convolutional networks for vehicle track segmentation 
TT Quach

2017

Detection of Interictal Discharges with Convolutional Neural Networks Using Discrete Ordered Multichannel Intracranial EEG 
A Antoniades, L Spyrou, D Martin

2017

Infrared Variation Optimized Deep Convolutional Neural Network for Robust Automatic Ground Target Recognition 
S Kim, WJ Song, SH Kim

2017

Fully Convolutional Region Proposal Networks for Multispectral Person Detection 
D König, M Adam, C Jarvers, G Layher, H Neumann

2017

Facial Landmark Localization by Enhanced Convolutional Neural Network 
W Deng, Y Fang, Z Xu, J Hu

2017

Capturing Longterm Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition 
S Khorram, Z Aldeneh, D Dimitriadis, M McInnis

2017

Deep convolutional neural network for latent fingerprint enhancement 
J Li, J Feng, CCJ Kuo

2017

Deep EndoVO: A Recurrent Convolutional Neural Network (RCNN) based Visual Odometry Approach for Endoscopic Capsule Robots 
M Turan, Y Almalioglu, H Araujo, E Konukoglu, M Sitti

2017

Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving 
Y Hou, S Hornauer, K Zipser

2017

Fullie and Wiselie: A DualStream Recurrent Convolutional Attention Model for Activity Recognition 
K Chen, L Yao, T Gu, Z Yu, X Wang, D Zhang

2017

Imaging through glass diffusers using densely connected convolutional networks 
S Li, M Deng, J Lee, A Sinha, G Barbastathis

2017

Lane Marking Detection via Deep Convolutional Neural Network 
Y Tian, J Gelernter, X Wang, W Chen, J Gao, Y Zhang

2017

Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks 
ZH Feng, J Kittler, M Awais, P Huber, XJ Wu

2017

Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks 
H Roth, M Oda, N Shimizu, H Oda, Y Hayashi

2017

HighResolution Deep Convolutional Generative Adversarial Networks 
JD Curto, IC Zarza, F De La Torre, I King, MR Lyu

2017

EndtoEnd Unsupervised Deformable Image Registration with a Convolutional Neural Network 
BD de Vos, FF Berendsen, MA Viergever, M Staring

2017

Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks 
CM Deniz, S Hallyburton, A Welbeck, S Honig, K Cho

2017

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks with Jaccard Distance 
Y Yuan, M Chao, YC Lo

2017

BrainSegNet: a convolutional neural network architecture for automated segmentation of human brain structures 
R Mehta, A Majumdar, J Sivaswamy

2017

Classification Accuracies of Malaria Infected Cells Using Deep Convolutional Neural Networks Based on Decompressed Images 
Y Dong, Z Jiang, H Shen, WD Pan

2017

Learning Deep Representations Using Convolutional Autoencoders with Symmetric Skip Connections 
J Dong, XJ Mao, C Shen, YB Yang

2017

BioInspired Spiking Convolutional Network Using LayerWise Sparse Coding And Stdp Learning 
A Tavanaei, AS Maida

2017

RealTime Object Detection Using Efficient Convolutional Networks 
X Zhou, YJ Feng, X Zhou

2017

Multispectral scene recognition based on dual convolutional neural networks 
I Ševo, A Avramović

2017

AdvKin: An Adversarial Convolutional Network for Kinship Verification 
Q Duan, L Zhang, W Jia

2017

Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets 
J Yim, KA Sohn

2017

Visible Spectral Iris Segmentation via Deep Convolutional Network 
Y He, S Wang, K Pei, M Liu, J Lai

2017

Fingerprint Pore Extraction Using UNet Based Fully Convolutional Network 
H Wang, X Yang, L Ma, R Liang

2017

Simple Very Deep Convolutional Network for Robust Hand Pose Regression from a Single Depth Image 
Q Fan, X Shen, Y Hu, C Yu

2017

DeepGait: A Learning Deep Convolutional Representation for Gait Recognition 
X Zhang, S Sun, C Li, X Zhao, Y Hu

2017

Classification of 3D Shapes with Convolutional Neural Networks 
L Keselman

2017

Internal Covariate Shift Reduction in EncoderDecoder Convolutional Neural Networks 
A Darwish, A Nakhmani

2017

Learning Spatiotemporal Features for Infrared Action Recognition with 3D Convolutional Neural Networks 
Z Jiang, V Rozgic, S Adali

2017

Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled RegionBased Convolutional Neural Networks 
Z Deng, H Sun, S Zhou, J Zhao, H Zou

2017

Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection 
S Filippov, A Moiseev, A Andrey

2017

Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network 
G Fu, C Liu, R Zhou, T Sun, Q Zhang

2017

Spotting L3 slice in CT scans using deep convolutional network and transfer learning 
S Belharbi, C Chatelain, R Hérault, S Adam, S Thureau

2017

Six DegreeofFreedom Localization of Endoscopic Capsule Robots using Recurrent Neural Networks embedded into a Convolutional Neural Network 
M Turan, A Abdullah, R Jamiruddin, H Araujo

2017

A New Image Classification Method Based on Modified Condensed Nearest Neighbor and Convolutional Neural Networks 
T Liang, X Xu, P Xiao

2017

Modulation classification using convolutional Neural Network based deep learning model 
S Peng, H Jiang, H Wang, H Alwageed, YD Yao

2017

Fusing TwoStream Convolutional Neural Networks for RGBT Object Tracking 
C Li, X Wu, N Zhao, X Cao, J Tang

2017

Learning the Frame2Frame EgoMotion for Visual Odometry with Convolutional Neural Network 
M Qiao, Z Wang

2017

An Optimized Convolutional Neural Network with Bottleneck and Spatial Pyramid Pooling Layers for Classification of Foods 
EJ Heravi, HH Aghdam, D Puig

2017

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing 
SS Sarwar, A Ankit, K Roy

2017

Automatic identification of bone erosions in rheumatoid arthritis from hand radiographs based on deep convolutional neural network 
S Murakami, K Hatano, JK Tan, H Kim, T Aoki

2017

Broadcasting Convolutional Network 
S Chang, J Yang, S Park, N Kwak

2017

Deep Convolutional Neural Networks for Mental Load Classification based on EEG Data 
Z Jiao, X Gao, Y Wang, J Li, H Xu

2017

Attention based convolutional neural network for predicting RNAprotein binding sites 
X Pan, J Yan

2017

An energyefficient deep learning processor with heterogeneous multicore architecture for convolutional neural networks and recurrent neural networks 
D Shin, J Lee, J Lee, J Lee, HJ Yoo

2017

HandObject Interaction Detection with Fully Convolutional Networks 
M Schröder, H Ritter

2017

Sensitive Deep Convolutional Neural Network for Face Recognition at Large Standoffs with Small Dataset 
A Jalali, R Mallipeddi, M Lee

2017

Learning local shape descriptors with viewbased convolutional networks 
H Huang, E Kalogerakis, S Chaudhuri, D Ceylan

2017

Dynamic Filters in Graph Convolutional Networks 
N Verma, E Boyer, J Verbeek

2017

A Fast Foveated Fully Convolutional Network Model for Human Peripheral Vision 
L Fridman, B Jenik, S Keshvari, B Reimer, C Zetzsche

2017

Multicast Convolutional Network Codes via Local Encoding Kernels 
M Rekab

2017

LightNet: A Lightweight 3D Convolutional Neural Network for RealTime 3D Object Recognition 
S Zhi, Y Liu, X Li, Y Guo

2017

Epitheliumstroma classification via convolutional neural networks and unsupervised domain adaptation in histopathological images 
Y Huang, HAN ZHENG, CHI LIU, X Ding, G Rohde

2017

MultiMode Inference Engine for Convolutional Neural Networks 
A Ardakani, C Condo, WJ Gross

2017

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review 
J Bernal, K Kushibar, DS Asfaw, S Valverde, A Oliver

2017

A DataDriven Response Virtual Sensor Technique with Partial Vibration Measurements Using Convolutional Neural Network 
SB Sun, YY He, SD Zhou, ZJ Yue

2017

Classification of C2C12 cells at differentiation by convolutional neural network of deep learning using phase contrast images 
H Niioka, S Asatani, A Yoshimura, H Ohigashi

2017

Improving Direct Physical Properties Prediction of Heterogeneous Materials from Imaging Data via Convolutional Neural Network and a MorphologyAware … 
R Cang, H Li, H Yao, Y Jiao, Y Ren

2017

Balance the nodule shape and surroundings: a new multichannel image based convolutional neural network scheme on lung nodule diagnosis 
W Sun, B Zheng, X Huang, W Qian

2017

Indoor Relocalization in Challenging Environments With DualStream Convolutional Neural Networks 
R Li, Q Liu, J Gui, D Gu, H Hu

2017

Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk 
A Oustimov, A Gastounioti, MK Hsieh, L Pantalone

2017

Application of convolutional artificial neural networks to echocardiograms for differentiating congenital heart diseases in a pediatric population 
DP Perrin, A Bueno, A Rodriguez, GR Marx, J Pedro

2017

Segmentation of inner and outer bladder wall using deeplearning convolutional neural network in CT urography 
M Gordon, L Hadjiiski, K Cha, HP Chan, R Samala

2017

Comparison of breast DCEMRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with … 
BQ Huynh, N Antropova, ML Giger

2017

Detecting Target Text Related to Algorithmic Efficiency in Scholarly Big Data Using Recurrent Convolutional Neural Network Model 
M Ali, S Tuarob

2017

Cascade of convolutional neural networks for lung texture classification: overcoming ontological overlapping 
SR Tarando, C Fetita, PY Brillet

2017

Organ detection in thorax abdomen CT using multilabel convolutional neural networks 
GEH Mamani, AAA Setio, B van Ginneken, C Jacobs

2017

3D convolutional neural network for automatic detection of lung nodules in chest CT 
S Hamidian, B Sahiner, N Petrick, A Pezeshk

2017

Automated detection of nerve fiber layer defects on retinal fundus images using fully convolutional network for early diagnosis of glaucoma 
R Watanabe, C Muramatsu, K Ishida, A Sawada

2017

Tooth labeling in conebeam CT using deep convolutional neural network for forensic identification 
Y Miki, C Muramatsu, T Hayashi, X Zhou, T Hara

2017

Automatic cerebrospinal fluid segmentation in noncontrast CT images using a 3D convolutional network 
A Patel, SC van de Leemput, M Prokop

2017

A multitask convolutional neural network for megacity analysis using very high resolution satellite imagery and geospatial data 
F Zhang, B Du, L Zhang

2017

Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition 
X Xiao, L Jin, Y Yang, W Yang, J Sun, T Chang

2017

eXpose: A CharacterLevel Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys 
J Saxe, K Berlin

2017

MIMLFCN+: Multiinstance Multilabel Learning via Fully Convolutional Networks with Privileged Information 
H Yang, JT Zhou, J Cai, YS Ong

2017

GB (2D) 2 PCAbased convolutional network for face recognition 
M Jiang, R Lu, J Kong, XJ Wu, H Huo, X Wang

2017

Intelligent fault diagnosis of rolling bearing using hierarchical convolutional network based health state classification 
C Lu, Z Wang, B Zhou

2017

HEp2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network. 
Y Li, L Shen, S Yu

2017

Unsupervised pretraining for fully convolutional neural networks 
S Wiehman, S Kroon, H de Villiers

2017

Recurrent convolutional face alignment 
W Wang, S Tulyakov, N Sebe

2017

A Novel MultiFrame Color Images SuperResolution Framework based on Deep Convolutional Neural Network 
Z Li, S Li, JWH Wang

2017

Discriminating Solitary Cysts from Soft Tissue Lesions in Mammography using a Pretrained Deep Convolutional Neural Network 
T Kooi, B van Ginneken, N Karssemeijer, A den Heeten

2017

Learning to Invert: Signal Recovery via Deep Convolutional Networks 
A Mousavi, RG Baraniuk

2017

Convolutional over Recurrent Encoder for Neural Machine Translation 
P Dakwale, C Monz

2017

Graph Convolutional Matrix Completion 
R Berg, TN Kipf, M Welling

2017

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network 
X Yang, E Yumer, P Asente, M Kraley, D Kifer, CL Giles

2017

Modeling Task fMRI Data via Deep Convolutional Autoencoder 
Y Zhao, J Han, L Guo, T Liu

2017

3D Convolutional Neural Networks By Modal Fusion 
Y Yoshiyasu, E Yoshida, S Pirk, L Guibas

2017

A fast and memory saved GPU acceleration algorithm of convolutional neural networks for target detection 
S Li, Y Dou, X Niu, Q Lv, Q Wang

2017

Rapid online semisupervised training of a scene parser using a convolutional autoencoder and representation nudging 
S Arnold, K Yamazaki

2017

Dynamic Texture Representation Using a Deep MultiScale Convolutional Network 
SR Arashloo, MC Amirani, A Noroozi

2017

An evaluation of Convolutional Neural Networks for music classification using spectrograms 
YMG Costa, LS Oliveira, CN Silla

2017

Offposition detection based on convolutional neural network 
Q Peng, G Hong, M Feng, Y Xia, L Yu, X Wang2and

2017

3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels 
D Jin, Z Xu, AP Harrison, K George, DJ Mollura

2017

Structure Prediction for Gland Segmentation with HandCrafted and Deep Convolutional Features 
S Manivannan, W Li, J Zhang, E Trucco, S McKenna

2017

Predicting Pronouns with a Convolutional Network and an Ngram Model 
C Hardmeier

2017

Infrared Dim Moving Target Tracking via Sparsitybased Discriminative Classifier and Convolutional Network 
K Qian, H Zhou, B Wang, S Song, D Zhao

2017

Tracking with a small single Convolutional Neural Network 
H Lou, D Wang, Z Jiang, A Men, Y Zhou

2017

Image Splicing Localization Using A MultiTask Fully Convolutional Network (MFCN) 
R Salloum, Y Ren, CCJ Kuo

2017

Initializing Convolutional Filters with Semantic Features for Text Classification 
S Li, Z Zhao, T Liu, R Hu, X Du

2017

Convolutional neural network for classification of solar radio spectrum 
S Chen, L Xu, L Ma, W Zhang, Z Chen, Y Yan

2017

Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks 
NEM Khalifa, MHN Taha, AE Hassanien, IM Selim

2017

Prediction of protein function using a deep convolutional neural network ensemble 
EI Zacharaki

2017

Recognition of prokaryotic and eukaryotic promoters using convolutional deep learning neural networks 
RK Umarov, VV Solovyev

2017

Exploring Convolutional Networks for EndtoEnd Visual Servoing 
A Saxena, H Pandya, G Kumar, KM Krishna

2017

Automatic sleep stage classification of singlechannel EEG by using complexvalued convolutional neural network 
J Zhang, Y Wu

2017

Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks 
PF Christ, F Ettlinger, F Grün, MEA Elshaera, J Lipkova

2017

SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks 
PF Christ, F Ettlinger, G Kaissis, S Schlecht, F Ahmaddy

2017

DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy 
C Wachinger, M Reuter, T Klein

2017

The importance of stain normalization in colorectal tissue classification with convolutional networks 
F Ciompi, O Geessink, BE Bejnordi, GS de Souza

2017

Efficient Dense Labeling of Human Activity Sequences from Wearables using Fully Convolutional Networks 
R Yao, G Lin, Q Shi, D Ranasinghe

2017

Scalable stochasticcomputing accelerator for convolutional neural networks 
H Sim, D Nguyen, J Lee, K Choi

2017

Abstract TP48: Automated Deep Learningbased Measurement of DWI Lesion Volume in Acute Stroke Using Convolutional Neural Networks 
S Winzeck, MJ Bouts, E McIntosh, R Bezerra, I Diwan

2017

The power of sparsity in convolutional neural networks 
S Changpinyo, M Sandler, A Zhmoginov

2017

The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI 
Z Chen, D Yi

2017

Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN) 
T Zhang, C Li, N Cao, R Ma, SH Zhang, N Ma

2017

Deep Learning with Convolutional Neural Networks for Radiologic Image Classification 
P Cheng

2017

Bearings Fault Diagnosis Based on Convolutional Neural Networks with 2D Representation of Vibration Signals as Input 
W Zhang, G Peng, C Li

2017

An Exploration into the Application of Convolutional Neural Networks for Instrument Classification on Monophonic Note Samples 
J Owers

2017

Joint Optic Disc and Cup Segmentation Using Fully Convolutional and Adversarial Networks 
SM Shankaranarayana, K Ram, K Mitra

2017

PatchBased Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation 
Q Sun, L Deng, J Liu, H Huang, J Yuan, X Tang

2017

Computationally Efficient Cardiac Views Projection Using 3D Convolutional Neural Networks 
M Le, J Lieman

2017

Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks 
H Liu, J Feng, Z Feng, J Lu, J Zhou

2017

Fully Convolutional Regression Network for Accurate Detection of Measurement Points 
M Sofka, F Milletari, J Jia, A Rothberg

2017

Convolutional 2D Knowledge Graph Embeddings 
T Dettmers, P Minervini, P Stenetorp, S Riedel

2017

Adaptive Activation Functions in Convolutional Neural Networks 
S Qian, H Liu, C Liu, S Wu, H San Wong

2017

CardiologistLevel Arrhythmia Detection with Convolutional Neural Networks 
P Rajpurkar, AY Hannun, M Haghpanahi, C Bourn

2017

Optimal Seamline Detection for Orthoimage Mosaicking by Combining Deep Convolutional Neural Network and Graph Cuts 
L Li, J Yao, Y Liu, W Yuan, S Shi, S Yuan

2017

Building an Automatic Sprite Generator with Deep Convolutional Generative Adversarial Networks 
L Horsley, D Perez

2017

Deep Fully Convolutional NetworkBased Spatial Distribution Prediction for Hyperspectral Image Classification 
L Jiao, M Liang, H Chen, S Yang, H Liu, X Cao

2017

Deep Convolutional Neural Network for Bidirectional ImageSentence Mapping 
T Yu, L Bai, J Guo, Z Yang, Y Xie

2017

Single Image SuperResolution with a Parameter Economic ResidualLike Convolutional Neural Network 
Z Yang, K Zhang, Y Liang, J Wang

2017

Object Depth Estimation from a Single Image Using Fully Convolutional Neural Network 
AJ Afifi, O Hellwich

2017

Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation 
L Yang, H Rodriguez, M Crucianu, M Ferecatu

2017

Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2D+\ epsilon Study on ADNI 
K Aderghal, M Boissenin, J Benois

2017

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images 
J Liu, M Gong, K Qin, P Zhang

2017

Pattern Recognition of Momentary Mental Workload Based on MultiChannel Electrophysiological Data and Ensemble Convolutional Neural Networks 
J Zhang, S Li, R Wang

2017

Technique for Image Fusion Based on PCNN and Convolutional Neural Network 
W Kong, Y Lei, J Ma

2017

Convolutional Networks for Spherical Signals 
TS Cohen, M Geiger, J Köhler, M Welling

2017

A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling 
Q Wang, J Gao, Y Yuan

2017

Scene text detection via extremal region based double threshold convolutional network classification. 
W Zhu, J Lou, L Chen, Q Xia, M Ren

2017

A Crop Pests Image Classification Algorithm Based on Deep Convolutional Neural Network 
RJ Wang, J Zhang, W Dong, J Yu, CJ Xie, R Li

2017

3D Convolutional Networks for Sessionbased Recommendation with Content Features 
TX Tuan, TM Phuong

2017

Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction 
S Seo, J Huang, H Yang, Y Liu

2017

SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for RealTime RoadObject Segmentation from 3D LiDAR Point Cloud 
B Wu, A Wan, X Yue, K Keutzer

2017

Multipartite Pooling for Deep Convolutional Neural Networks 
A Shahriari, F Porikli

2017

Musical QuerybySemanticDescription Based on Convolutional Neural Network 
J Qin, H Lin, D Zhang, S Zhang, X Wei

2017

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrastenhanced CT: A Preliminary Study 
K Yasaka, H Akai, O Abe, S Kiryu

2017

Parking Space Detection Based on A Multitask Deep Convolutional Network with Spatial Transform 
H Tran Vu, CC Huang

2017

Feedbackprop: Convolutional Neural Network Inference under Partial Evidence 
T Wang, K Yamaguchi, V Ordonez

2017

Ligand Pose Optimization with Atomic GridBased Convolutional Neural Networks 
M Ragoza, L Turner, DR Koes

2017

Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback 
X Li, Z Jie, J Feng, C Liu, S Yan

2017

SegmentationAware Convolutional Networks Using Local Attention Masks 
AW Harley, KG Derpanis, I Kokkinos

2017

Flower Categorization using Deep Convolutional Neural Networks 
A Gurnani, V Mavani

2017

Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image 
D Tome, C Russell, L Agapito

2017

Adult Content Recognition from Images Using a Mixture of Convolutional Neural Networks 
M Al

2017

Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks 
F Sheikhzadeh, M Guillaud, RK Ward

2017

Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on endtoend learning approach 
X Zhou, R Takayama, S Wang, X Zhou, T Hara, H Fujita

2017

Viewinterpolation of sparsely sampled sinogram using convolutional neural network 
H Lee, J Lee, S Cho

2017

Real time coarse orientation detection in MR scans using multiplanar deep convolutional neural networks 
PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou

2017

Automatic quality assessment of apical fourchamber echocardiograms using deep convolutional neural networks 
AH Abdi, C Luong, T Tsang, G Alan, S Nouranian

2017

Effective Training of Convolutional Neural Networks for FaceBased Gender and Age Prediction 
G Antipov, M Baccouche, SA Berrani, JL Dugelay

2017

Irregular Convolutional Neural Networks 
J Ma, W Wang, L Wang

2017

Flexible Rectified Linear Units for Improving Convolutional Neural Networks 
S Qiu, B Cai

2017

Training a Fully Convolutional Neural Network to Route Integrated Circuits 
SR Jain, K Okabe

2017

A weakly supervised road extraction approach via deep convolutional nets based image segmentation 
W Xia, N Zhong, D Geng, L Luo

2017

A hybrid technique based on convolutional neural network and support vector regression for intelligent diagnosis of rotating machinery 
W You, C Shen, X Guo, X Jiang, J Shi, Z Zhu

2017

Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network 
M Chen, X Shi, Y Zhang, D Wu, M Guizani

2017

Classification of very high resolution SAR image based on convolutional neural network 
J Li, C Wang, S Wang, H Zhang, B Zhang

2017

Preserving Differential Privacy in Convolutional Deep Belief Networks 
NH Phan, X Wu, D Dou

2017

Normalization and dropout for stochastic computingbased deep convolutional neural networks 
J Li, Z Yuan, Z Li, A Ren, C Ding, J Draper, S Nazarian

2017

Introspective Classification with Convolutional Nets 
L Jin, J Lazarow, Z Tu

2017

White Blood Cells Identification System Based on Convolutional Deep Neural Learning Networks 
AI Shahin, Y Guo, KM Amin, AA Sharawi

2017

14.1 A 2.9 TOPS/W deep convolutional neural network SoC in FDSOI 28nm for intelligent embedded systems 
G Desoli, N Chawla, T Boesch, S Singh, E Guidetti

2017

ChainNN: An EnergyEfficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks 
S Wang, D Zhou, X Han, T Yoshimura

2017

14.5 Envision: A 0.26to10TOPS/W subwordparallel dynamicvoltageaccuracyfrequencyscalable Convolutional Neural Network processor in 28nm FDSOI 
B Moons, R Uytterhoeven, W Dehaene, M Verhelst

2017

Learning Robot Activities from FirstPerson Human Videos Using Convolutional Future Regression 
J Lee, MS Ryoo

2017

Stackingbased Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features 
CY Low, ABJ Teoh

2017

Remote Sensing Image Scene Classification Using Bag of Convolutional Features 
G Cheng, Z Li, X Yao, L Guo, Z Wei

2017

Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images 
Y Zhan, K Fu, M Yan, X Sun, H Wang, X Qiu

2017

A deep normalization and convolutional neural network for image smoke detection 
Z Yin, B Wan, F Yuan, X Xia, J Shi

2017

Distinguishing Cloud and Snow in Satellite Images via Deep Convolutional Network 
Y Zhan, J Wang, J Shi, G Cheng, L Yao, W Sun

2017

Nuclear Architecture Analysis of Prostate Cancer via Convolutional Neural Networks 
JT Kwak, SM Hewitt

2017

Designing And Understanding Convolutional Networks For Decoding Executed Movements From Eeg 
RT Schirrmeister, LDJ Fiederer, JT Springenberg

2017

Decision Support System for AgeRelated Macular Degeneration Using Convolutional Neural Networks. 
M Langarizadeh, B Maghsoudi, N Nilforushan

2017

Electric locomotive bearing fault diagnosis using novel convolutional deep belief network 
H Shao, H Jiang, H Zhang, T Liang

2017

Convolutional Neural Network for PixelWise Skyline Detection 
D Frajberg, P Fraternali, RN Torres

2017

Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data 
O Gorokhov, M Petrovskiy, I Mashechkin

2017

Humanlevel CMR image analysis with deep fully convolutional networks 
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl

2017

DeepBrain: Functional Representation of Neural InSitu Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders 
I Cohen, EO David, NS Netanyahu, N Liscovitch

2017

Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems 
J Cheng, R Ren, L Wang, J Zhan

2017

Spiking convolutional deep belief networks 
J Kaiser, D Zimmerer, JCV Tieck, S Ulbrich, A Roennau

2017

An Ensemble of Deep Convolutional Neural Networks for Alzheimer's Disease Detection and Classification 
J Islam, Y Zhang

2017

Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks 
TH Nguyen, Y Chevaleyre, E Prifti, N Sokolovska

2017

Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling 
M Vania, D Mureja, D Lee

2017

A new deep convolutional neural network for fast hyperspectral image classification 
ME Paoletti, JM Haut, J Plaza, A Plaza

2017

ThreeStream Convolutional Networks for Videobased Person ReIdentification 
Z Yu, T Li, N Yu, X Gong, K Chen, Y Pan

2017

Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks 
Y Huo, Z Xu, S Bao, C Bermudez, AJ Plassard, J Liu

2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention 
A Bozkurt, K Kose, J Coll

2017

Convolutional Neural Network Based Clustering and Manifold Learning Method for Diabetic Plantar Pressure Imaging Dataset 
Z Li, N Dey, AS Ashour, L Cao, Y Wang, D Wang

2017

Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints 
F Malgouyres, J Landsberg

2017

Electroencephalogrambased decoding cognitive states using convolutional neural network and likelihood ratio based score fusion 
R Zafar, SC Dass, AS Malik

2017

Deep Convolutional Neural Networks for Predicting Hydroxyproline in Proteins 
HX Long, M Wang, HY Fu

2017

Segmentation of Drivable Road Using Deep Fully Convolutional Residual Network with Pyramid Pooling 
X Liu, Z Deng

2017

3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes 
S Liu, D Xu, SK Zhou, T Mertelmeier, J Wicklein

2017

OnChip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems 
W Choi, K Duraisamy, RG Kim, JR Doppa, PP Pande

2017

3D Semantic Segmentation with Submanifold Sparse Convolutional Networks 
B Graham, M Engelcke, L van der Maaten

2017

Modeling Relational Data with Graph Convolutional Networks 
M Schlichtkrull, TN Kipf, P Bloem, R Berg, I Titov

2017

Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions 
N Cohen, R Tamari, A Shashua

2017

Deformable Convolutional Networks 
J Dai, H Qi, Y Xiong, Y Li, G Zhang, H Hu, Y Wei

2017

Automatic Skin and Hair Masking Using Fully Convolutional Networks 
S Qin, S Kim, R Manduchi

2017

Construction of MDS Convolutional Errorcorrecting Network Codes Over Cyclic Networks 
V Samadi

2017

HighResolution Breast Cancer Screening with MultiView Deep Convolutional Neural Networks 
KJ Geras, S Wolfson, S Kim, L Moy, K Cho

2017

Human activity recognition from accelerometer data using Convolutional Neural Network 
SM Lee, SM Yoon, H Cho

2017

Singing voice separation with deep UNet convolutional networks 
A Jansson, EJ Humphrey, N Montecchio, R Bittner

2017

3D multiview convolutional neural networks for lung nodule classification 
G Kang, K Liu, B Hou, N Zhang

2017

Traffic sign recognition based on deep convolutional neural network 
S Yin, J Deng, D Zhang, J Du

2017

Motifbased Convolutional Neural Network on Graphs 
A Sankar, X Zhang, KCC Chang

2017

Classification of Gprotein coupled receptors based on a rich generation of convolutional neural network, Ngram transformation and multiple sequence alignments 
M Li, C Ling, Q Xu, J Gao

2017

Fully Convolutional Network with Hypercolumn Features for Brain Tumor Segmentation 
M Islam, H Ren

2017

Deep Background Modeling Using Fully Convolutional Network 
L Yang, J Li, Y Luo, Y Zhao, H Cheng, J Li

2017

Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis 
G Pons, D Masip

2017

Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition 
X Chen, J Weng, W Lu, J Xu, J Weng

2017

Deep Convolutional Neural Networks for Modeling Patterns of Spaceborne Interferometric SAR Systems Signals 
BA Massinas, A Doulamis, N Doulamis

2017

Posedriven Deep Convolutional Model for Person Reidentification 
C Su, J Li, S Zhang, J Xing, W Gao, Q Tian

2017

Cascaded Contextual Regionbased Convolutional Neural Network for Event Detection from Time Series Signals: A Seismic Application 
Y Wu, Y Lin, Z Zhou, DC Bolton, J Liu, P Johnson

2017

TrainingFree, SingleImage SuperResolution Using a Dynamic Convolutional Network 
A Bhowmik, S Shit, CS Seelamantula

2017

TerraSARX Image Classification with Sliding Patch Window based on Convolutional Neural Network 
J Li, S Wang, C Wang, H Zhang, B Zhang

2017

A Multithreaded CGRA for Convolutional Neural Network Processing 
K Ando, S Takamaeda

2017

Recognition and Detection for Asphalt Pavement Crack based on Deep Convolutional Neural Networks 
J Shao

2017

Delving deeper into convolutional neural networks for camera relocalization 
J Wu, L Ma, X Hu

2017

Resting state fMRI functional connectivitybased classification using a convolutional neural network architecture 
R Meszlényi, K Buza, Z Vidnyánszky

2017

Embedding structured contour and location prior in siamesed fully convolutional networks for road detection 
J Gao, Q Wang, Y Yuan

2017

Structural Compression of Convolutional Neural Networks Based on Greedy Filter Pruning 
R Abbasi

2017

TwoStream 3D Convolutional Neural Network for SkeletonBased Action Recognition 
H Liu, J Tu, M Liu

2017

Convolutional Networks with MuxOut Layers as Multirate Systems for Image Upscaling 
PN Michelini, H Liu

2017

Segmentation of Multiple Structures in Chest Radiographs Using Multitask Fully Convolutional Networks 
C Wang

2017

TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation 
L Ding, C Xu

2017

Deep Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks 
W Lee, M Kim, DH Cho, R Schober

2017

A comparison study between MLP and Convolutional Neural Network models for character recognition 
SB Driss, M Soua, R Kachouri, M Akil

2017

Detection of Liver Tumor Candidates from CT Images Using Deep Convolutional Neural Networks 
Y Todoroki, XH Han, Y Iwamoto, L Lin, H Hu, YW Chen

2017

Artificial intelligence in fracture detection: transfer learning from deep convolutional neural networks 
DH Kim, T MacKinnon

2017

Guiding human gaze with convolutional neural networks 
LA Gatys, M Kümmerer, TSA Wallis, M Bethge

2017

Convolutional Neural Network Approach for Mapping Arctic Vegetation Using MultiSensor Remote Sensing Fusion 
ZL Langford, J Kumar, FM Hoffman

2017

Estimation of the Botanical Composition of CloverGrass Leys from RGB Images Using Data Simulation and Fully Convolutional Neural Networks 
S Skovsen, M Dyrmann, AK Mortensen, KA Steen

2017

clcNet: Improving the Efficiency of Convolutional Neural Network using Channel Local Convolutions 
DQ Zhang

2017

Learning a Single Convolutional SuperResolution Network for Multiple Degradations 
K Zhang, W Zuo, L Zhang

2017

Salient Object Detection with Chained MultiScale Fully Convolutional Network 
Y Tang, X Wu

2017

Noisy Ocular Recognition Based on Three Convolutional Neural Networks 
MB Lee, HG Hong, KR Park

2017

NextStep Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction 
A Busia, N Jaitly

2017

StochasticBased Multistage Streaming Realization of a Deep Convolutional Neural Network 
M Alawad, M Lin

2017

Accelerating Binarized Convolutional Neural Networks with SoftwareProgrammable FPGAs 
R Zhao, W Song, W Zhang, T Xing, JH Lin

2017

A 7.663TOPS 8.2W Energyefficient FPGA Accelerator for Binary Convolutional Neural Networks 
Y Li, Z Liu, K Xu, H Yu, F Ren

2017

Cell Segmentation In Cancer Histopathology Images Using Convolutional Neural Networks 
V Kavassery Rajalingam

2017

Measuring the contribution of filter bank layer to performance of convolutional neural networks 
II Cordel, O Macario, AP Azcarraga

2017

OneStep TimeDependent Future Video Frame Prediction with a Convolutional EncoderDecoder Neural Network 
V Vukotić, SL Pintea, C Raymond, G Gravier

2017

A deep convolutional neural network for brain tissue segmentation in Neonatal MRI 
K Murphy, GB Boylan, AF Smeaton, K McGuinness

2017

Clockless biologicallyplausible architecture for temporal perception using convolutional neural networks 
Z Fountas, K Nikiforou, D Bhowmik, M Shanahan

2017

Transfer Learning for sEMG Hand Gestures Recognition Using Convolutional Neural Networks 
U Côté

2017

Digital Image Analysis with Full Connected Convolutional Neural Network to Facilitate Complete Fibroid Resection 
P Török, B Harangi

2017

Tartan: Accelerating FullyConnected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability 
A Delmas, S Sharify, P Judd, A Moshovos

2017

Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results 
A Ben

2017

Convolutional neural network acceleration with hardware/software codesign 
ATY Chen, M Biglari

2017

Switching convolutional neural network for crowd counting 
DB Sam, S Surya, RV Babu

2017

A Convolutional Approach to Multiword Expression Detection Based on Unsupervised Distributed Word Representations and TaskDriven Embedding of Lexical … 
T Boros, SD Dumitrescu

2017

Capacity limitations of visual search in deep convolutional neural network 
E Poder

2017

Light Field Reconstruction Using Deep Convolutional Network on EPI 
G Wu, M Zhao, L Wang, Q Dai, T Chai, Y Liu

2017

FinePruning: Joint FineTuning and Compression of a Convolutional Network with Bayesian Optimization 
F Tung, S Muralidharan, G Mori

2017

Improved Face Detection and Alignment using Cascade Deep Convolutional Network 
W Cong, S Zhao, H Tian, J Shen

2017

OneDimensional Convolutional Neural Network LandCover Classification of MultiSeasonal Hyperspectral Imagery in the San Francisco Bay Area, California 
D Guidici, ML Clark

2017

Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation 
L Wu, Y Xin, S Li, T Wang, PA Heng, D Ni

2017

TwoStream Convolutional Networks for Dynamic Texture Synthesis 
M Tesfaldet, MA Brubaker, KG Derpanis

2017

MIMONet: A multiinput multioutput convolutional neural network for cell segmentation in fluorescence microscopy images 
SEA Raza, L Cheung, D Epstein, S Pelengaris, M Khan

2017

Classifying histopathology wholeslides using fusion of decisions from deep convolutional network on a collection of random multiviews at multimagnification 
K Das, SPK Karri, AG Roy, J Chatterjee, D Sheet

2017

Coronary luminal and wall mask prediction using convolutional neural network 
Y Hong, YM Hong, Y Jang, S Kim, B Jeon, S Jung

2017

Audio Steganalysis with Convolutional Neural Network 
B Chen, W Luo, H Li

2017

A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox 
L Jing, M Zhao, P Li, X Xu

2017

Unsupervised body part regression using convolutional neural network with selforganization 
K Yan, L Lu, RM Summers

2017

Fast deep convolutional face detection in the wild exploiting hard sample mining 
D Triantafyllidou, P Nousi, A Tefas

2017

Do Convolutional Networks need to be Deep for Text Classification? 
HT Le, C Cerisara, A Denis

2017

Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks 
J Wehrmann, GS Simões, RC Barros, VF Cavalcante

2017

Supervised Learning of SemanticsPreserving Hash via Deep Convolutional Neural Networks 
HF Yang, K Lin, CS Chen

2017

Research on fault diagnosis of hydraulic pump using convolutional neural network 
J Yan, H Zhu, X Yang, Y Cao, L Shao

2017

Vehicle Detection in Aerial Images Based on Region Convolutional Neural Networks and Hard Negative Example Mining 
T Tang, S Zhou, Z Deng, H Zou, L Lei

2017

Ensemble Application of Convolutional Neural Networks and Multiple Kernel Learning for Multimodal Sentiment Analysis 
S Poria, H Peng, A Hussain, N Howard, E Cambria

2017

Multiscale Convolutional Neural Networks for Crowd Counting 
L Zeng, X Xu, B Cai, S Qiu, T Zhang

2017

Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation 
H Guo, G Wang, X Chen, C Zhang, F Qiao, H Yang

2017

A Review of Image Recognition with Deep Convolutional Neural Network 
Q Liu, N Zhang, W Yang, S Wang, Z Cui, X Chen

2017

Exploiting Convolutional Representations for Multiscale Human Settlement Detection 
D Lunga, D Patlolla, L Yang, J Weaver, B Bhadhuri

2017

Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition 
CF Baumgartner, O Oktay, D Rueckert

2017

Deep Convolutional NetworksBased Image SuperResolution 
G Lin, Q Wu, X Huang, L Qiu, X Chen

2017

Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches 
D Lunga, L Yang, B Bhaduri

2017

Fully Combined Convolutional Network with Soft Cost Function for Traffic Scene Parsing 
Y Wu, T Yang, J Zhao, L Guan, J Li

2017

Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections 
Y Yoo, B De Leener, A Traboulsee, J Cohen

2017

Reading Scene Text with Attention Convolutional Sequence Modeling 
Y Gao, Y Chen, J Wang, H Lu

2017

Cell dynamic morphology analysis by deep convolutional features 
H Li, Z Liu, F Pang, Y Shi

2017

Learning Building Extraction in Aerial Scenes with Convolutional Networks 
J Yuan

2017

Development of Finegrained Pill Identification Algorithm using Deep Convolutional Network 
YF Wong, HT Ng, KY Leung, KY Chan, SY Chan

2017

Hand Gesture Recognition Using Deep Convolutional Neural Networks 
G Madjarov

2017

Reconstruction of Diffusion Anisotropies Using 3D Deep Convolutional Neural Networks in Diffusion Imaging 
S Koppers, M Friedrichs, D Merhof

2017

Lesion Classification in Mammograms Using Convolutional Neural Networks and Transfer Learning 
A Perre, LA Alexandre, LC Freire

2017

Effects of Preprocessing in SliceLevel Classification of Interstitial Lung Disease Based on Deep Convolutional Networks 
Y Chang, Ö Smedby

2017

Application of Deep Convolutional Neural Network for Automated Detection of Myocardial Infarction Using ECG Signals 
UR Acharya, H Fujita, OS Lih, Y Hagiwara, JH Tan

2017

Investigating the Effect of Various Augmentations on the Input Data Fed to a Convolutional Neural Network for the Task of Mammographic Mass Classification 
A Hamidinekoo, Z Suhail, T Qaiser

2017

Plant Leaf Disease Detection using Deep Learning and Convolutional Neural Network 
AMGJ Hanson, A Joy, J Francis

2017

Pipelined Convolutional Operations For Processing Clusters 
T Werner, A Kalaiah, A Yang, C Kloss, H Lau, NG Rao

2017

Nablanet: A Deep DagLike Convolutional Architecture for Biomedical Image Segmentation 
A Chan, R Wiest, M Reyes

2017

Convolutional neural network regression for shortaxis left ventricle segmentation in cardiac cine MR sequences 
LK Tan, YM Liew, E Lim, RA McLaughlin

2017

Biologicallyinspired approach to automatic processing fly eye radar antenna array patterns with convolutional neural networks 
I Dzieciuch

2017

Gabor Convolutional Networks 
S Luan, B Zhang, C Chen, X Cao, Q Ye, J Han, J Liu

2017

Convolutional networks for votingbased anomaly classification in metal surface inspection 
V Natarajan, TY Hung, S Vaikundam, LT Chia

2017

An Analysis of Convolutional LongShort Term Memory Recurrent Neural Networks for Gesture Recognition 
E Tsironi, P Barros, C Weber, S Wermter

2017

Foreign Exchange Rates Forecasting with Convolutional Neural Network 
C Liu, W Hou, D Liu

2017

Classification of breast cancer cytological specimen using convolutional neural network 
M Żejmo, M Kowal, J Korbicz, R Monczak

2017

CBinfer: ChangeBased Inference for Convolutional Neural Networks on Video Data 
L Cavigelli, P Degen, L Benini

2017

Interpretable 3D Human Action Analysis with Temporal Convolutional Networks 
TS Kim, A Reiter

2017

Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition 
S Zhao, Y Liu, Y Han, R Hong, Q Hu, Q Tian

2017

FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks 
L Wu, JZ Cheng, S Li, B Lei, T Wang, D Ni

2017

Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure 
HM Bui, M Lech, E Cheng, K Neville, IS Burnett

2017

ObjectBased Convolutional Neural Network for HighResolution Imagery Classification 
W Zhao, S Du, WJ Emery

2017

DeepVO: towards endtoend visual odometry with deep recurrent convolutional neural networks 
S Wang, R Clark, H Wen, N Trigoni

2017

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks 
P Lakhani, B Sundaram

2017

Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification 
R Anirudh, JJ Thiagarajan

2017

Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition 
C Cao, Y Zhang, C Zhang, H Lu

2017

Inception Recurrent Convolutional Neural Network for Object Recognition 
MZ Alom, M Hasan, C Yakopcic, TM Taha

2017

Hierarchical 3D fully convolutional networks for multiorgan segmentation 
HR Roth, H Oda, Y Hayashi, M Oda, N Shimizu

2017

A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resourcelimited System Applications 
Y Du, L Du, Y Li, J Su, MCF Chang

2017

Detecting Faces Using Regionbased Fully Convolutional Networks 
Y Wang, X Ji, Z Zhou, H Wang, Z Li

2017

Neonatal Seizure Detection using Convolutional Neural Networks 
A O'Shea, G Lightbody, G Boylan, A Temko

2017

LSTM Fully Convolutional Networks for Time Series Classification 
F Karim, S Majumdar, H Darabi, S Chen

2017

Learning a Fully Convolutional Network for Object Recognition using very few Data 
C Reinders, H Ackermann, MY Yang, B Rosenhahn

2017

Deep Semantic Indexing Using Convolutional Localization Network with RegionBased Visual Attention for Image Database 
M Zhang, Y Yang, H Zhang, Y Ji, N Xie, HT Shen

2017

Image Classification Based on Convolutional Denoising Sparse Autoencoder 
S Chena, H Liua, X Zenga, S Qiana, J Yub, W Guob

2017

A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction 
J Schlemper, J Caballero, JV Hajnal, A Price

2017

Training Deep Convolutional Neural Networks for LandCover Classification of HighResolution Imagery 
GJ Scott, MR England, WA Starms, RA Marcum

2017

Convolutional neural network based deeplearning architecture for prostate cancer detection on multiparametric magnetic resonance images 
YK Tsehay, NS Lay, HR Roth, X Wang, JT Kwak

2017

Characterizing cartilage microarchitecture on phasecontrast xray computed tomography using deep learning with convolutional neural networks 
B Deng, AZ Abidin, AM DSouza, MB Nagarajan

2017

Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources 
A Bulat, G Tzimiropoulos

2017

Automatic Gleason grading of H&E stained microscopic prostate images using deep convolutional neural networks 
A Gummeson, I Arvidsson, M Ohlsson, NC Overgaard

2017

Automated plasmodia recognition in microscopic images for diagnosis of malaria using convolutional neural networks 
S Krappe, M Benz, A Gryanik, E Tannich, C Wegner

2017

Exploiting Target Data to Learn Deep Convolutional Networks for SceneAdapted Human Detection 
S Wu, S Wang, R Laganière, C Liu, HS Wong, Y Xu

2017

Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks 
J Cheng, J Wu, C Leng, Y Wang, Q Hu

2017

Adversarial Learning of StructureAware Fully Convolutional Networks for Landmark Localization 
Y Chen, C Shen, XS Wei, L Liu, J Yang

2017

PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes 
Y Xiang, T Schmidt, V Narayanan, D Fox

2017

Separation of Water and Fat Magnetic Resonance Imaging Signals Using Deep Learning with Convolutional Neural Networks 
JW Goldfarb

2017

Deep Learning Quantification: Extracting Quantitative Information from Images using Convolutional Autoencoders 
A Azzini

2017

Inferring User Profiles in Online Social Networks Based on Convolutional Neural Network 
X Li, Y Cao, Y Shang, Y Liu, J Tan, L Guo

2017

A deep convolutional neural network with selection units for superresolution 
JS Choi, M Kim

2017

Convolutional experts constrained local model for facial landmark detection 
A Zadeh, T Baltrušaitis, LP Morency

2017

Cell Detection with Deep Convolutional Neural Network and Compressed Sensing 
Y Xue, N Ray

2017

Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing 
H Shao, H Jiang, H Zhang, W Duan, T Liang, S Wu

2017

Large scale automatic image annotation based on convolutional neural network 
R Wang, Y Xie, J Yang, L Xue, M Hu, Q Zhang

2017

Embryo cell detection using regions with convolutional neural networks 
A Matusevičius, D Dirvanauskas, R Maskeliūnas

2017

Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks 
R Alshehhi, PR Marpu, WL Woon, M Dalla Mura

2017

Endtoend recognition of slab identification numbers using a deep convolutional neural network 
SJ Lee, JP Yun, G Koo, SW Kim

2017

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation 
K Gong, J Guan, K Kim, X Zhang, GE Fakhri, J Qi, Q Li

2017

Multipass 3D convolutional neural network segmentation of prostate MRI images 
B Sciolla, M Martin, P Delachartre

2017

A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation 
J Stawiaski

2017

Recurrent Convolutional Neural Network for Answer Selection in Community Question Answering 
X Zhou, B Hu, Q Chen, X Wang

2017

Image Retrieval Using Fused Deep Convolutional Features 
H Liu, B Li, X Lv, Y Huang

2017

Convolutional Neural Pyramid for Image Processing 
X Shen, YC Chen, X Tao, J Jia

2017

DSLRQuality Photos on Mobile Devices with Deep Convolutional Networks 
A Ignatov, N Kobyshev, K Vanhoey, R Timofte

2017

Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale 
A Albert, J Kaur, M Gonzalez

2017

Finding strong lenses in CFHTLS using convolutional neural networks 
C Jacobs, K Glazebrook, T Collett, A More, C McCarthy

2017

Dynamic EdgeConditioned Filters in Convolutional Neural Networks on Graphs 
M Simonovsky, N Komodakis

2017

ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network 
AG Roy, S Conjeti, SPK Karri, D Sheet, A Katouzian

2017

Kernelpredicting convolutional networks for denoising Monte Carlo renderings 
S Bako, T Vogels, B Mcwilliams, M Meyer, J NováK

2017

3D Shape Reconstruction from Sketches via Multiview Convolutional Networks 
Z Lun, M Gadelha, E Kalogerakis, S Maji, R Wang

2017

Improving Pooling Method for Regularization of Convolutional Networks Based On the Failure Probability Density 
Y Zhang, BM Shi

2017

MultiBranch Fully Convolutional Network for Face Detection 
Y Bai, B Ghanem

2017

Fully convolutional networks with doublelabel for esophageal cancer image segmentation by selftransfer learning 
DX Xue, R Zhang, YY Zhao, JM Xu, YL Wang

2017

Deep convolutional networks superresolution method for reconstructing high frequency information of the single image 
M Zhao, C Cheng, Z Zhang, X Hao

2017

Image inpainting and superresolution using nonlocal recursive deep convolutional network with skip connections 
M Liu

2017

Deformable Partbased Fully Convolutional Network for Object Detection 
T Mordan, N Thome, M Cord, G Henaff

2017

Modeling surface appearance from a single photograph using selfaugmented convolutional neural networks 
X Li, Y Dong, P Peers, X Tong

2017

Foramina LocalizationSemantic Segmentation of Neural Foramina on Lumbar Spine MRIs with Convolutional Neural Networks 
K Lamerigts

2017

Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks 
M Weigert, L Royer, F Jug, G Myers

2017

ContentBased Image Retrieval with Compact Deep Convolutional Features 
A Alzu'bi, A Amira, N Ramzan

2017

Automated Grading of AgeRelated Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks 
PM Burlina, N Joshi, M Pekala, KD Pacheco

2017

FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images 
D Cheng, G Meng, S Xiang, C Pan

2017

SCNN: Subcategoryaware convolutional networks for object detection 
T Chen, S Lu, J Fan

2017

Innovation for evaluating aggregate angularity based upon 3D convolutional neural network 
Z Tong, J Gao, H Zhang

2017

Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure 
J Ma, J Zhao

2017

Brain Tumor Automatic Segmentation Using Fully Convolutional Networks 
S Cui, L Mao, S Xiong

2017

Efficient Convolutional Neural Network For Audio Event Detection 
M Meyer, L Cavigelli, L Thiele

2017

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals 
UR Acharya, SL Oh, Y Hagiwara, JH Tan, H Adeli

2017

A Joint Multiscale Convolutional Network for Fully Automatic Segmentation of the Left Ventricle 
Q Tong, Z Yuan, X Liao, M Zheng, W Zhu, G Zhang

2017

nImage SuperResolution Using a Dilated Convolutional Neural Network 
G Lin, Q Wu, L Qiu, X Huang

2017

SpatialSpectral Unsupervised Convolutional Sparse AutoEncoder Classifier for Hyperspectral Imagery 
X Han, Y Zhong, L Zhang

2017

Lung nodules diagnosis based on evolutionary convolutional neural network 
GLF da Silva, OP da Silva Neto, AC Silva, AC de Paiva

2017

Raw Waveformbased Speech Enhancement by Fully Convolutional Networks 
SW Fu, Y Tsao, X Lu, H Kawai

2017

Deep Convolutional Neural Network Inference with Floatingpoint Weights and Fixedpoint Activations 
L Lai, N Suda, V Chandra

2017

Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks 
SI Ktena, S Parisot, E Ferrante, M Rajchl, M Lee

2017

Detecting Uyghur text in complex background images with convolutional neural network 
S Fang, H Xie, Z Chen, S Zhu, X Gu, X Gao

2017

LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network 
D Ramachandram, T DeVries

2017

Hyperspectral image feature extraction method based on sparse constraint convolutional neural network 
P Jia, M Zhang, W Yu, Y Shen

2017

Large Kernel MattersImprove Semantic Segmentation by Global Convolutional Network 
C Peng, X Zhang, G Yu, G Luo, J Sun

2017

Multiphase Offline Signature Verification System Using Deep Convolutional Generative Adversarial Networks 
Z Zhang, X Liu, Y Cui

2017

Head Pose Estimation Based on Robust Convolutional Neural Network 
J Bao, M Ye

2017

Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding 
Z Che, Y Cheng, Z Sun, Y Liu

2017

A convolutional neural network to classify American Sign Language fingerspelling from depth and colour images 
SA Ameen, S Vadera

2017

Adaptive Parallel Elm With Convolutional Features For Big Stream Data 
A BUDIMAN

2017

Convolutional Neural NetworkBased Block Upsampling for Intra Frame Coding 
Y Li, D Liu, H Li, L Li, F Wu

2017

Supervised local error estimation for nonlinear image registration using convolutional neural networks 
KAJ Eppenhof, JPW Pluim

2017

Accurate segmentation of lung fields on chest radiographs using deep convolutional networks 
MR Arbabshirani, AH Dallal, C Agarwal, A Patel

2017

DeepGait: A Learning Deep Convolutional Representation for ViewInvariant Gait Recognition Using Joint Bayesian 
C Li, X Min, S Sun, W Lin, Z Tang

2017

2306. Rolling bearing fault identification using multilayer deep learning convolutional neural network. 
H Jiang, F Wang, H Shao, H Zhang

2017

A dyadic multiresolution deep convolutional neural wavelet network for image classification 
R Ejbali, M Zaied

2017

Towards optimal convolutional neural network parameters for bengali handwritten numerals recognition 
MS Rahman

2017

Recognition, location, measurement, and 3D reconstruction of concealed cracks using convolutional neural networks 
Z Tong, J Gao, H Zhang

2017

Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks 
SH Bae, M Elgharib, M Hefeeda, W Matusik

2017

Training convolutional neural networks for semantic classification of remote sensing imagery 
M Castelluccio, G Poggi, C Sansone, L Verdoliva

2017

SPARCNet: A Hardware Accelerator for Efficient Deployment of Sparse Convolutional Networks 
A Page, A Jafari, C Shea, T Mohsenin

2017

Video SuperResolution via Bidirectional Recurrent Convolutional Networks. 
Y Huang, W Wang, L Wang

2017

Bodhisattva head images modeling style recognition of Dazu Rock Carvings based on deep convolutional network 
H Wang, Z He, Y Huang, D Chen, Z Zhou

2017

ExemplarBased Image and Video Stylization Using Fully Convolutional Semantic Features 
F Zhu, Z Yan, J Bu, Y Yu

2017

A novel interest point detector based on convolutional features with unsupervised feature learning 
Q Jia, X Wang, L Zhou

2017

Convolutional Neural Networks for Time Series Classification 
M Zȩbik, M Korytkowski, R Angryk, R Scherer

2017

VisionBased Concrete Crack Detection Using a Convolutional Neural Network 
YJ Cha, W Choi

2017

Solar Event Classification Using Deep Convolutional Neural Networks 
A Kucuk, JM Banda, RA Angryk

2017

Histopathological Diagnosis for Viable and Nonviable Tumor Prediction for Osteosarcoma Using Convolutional Neural Network 
R Mishra, O Daescu, P Leavey, D Rakheja, A Sengupta

2017

Deep learningbased crack damage detection using convolutional neural network" 
YJ Cha, W Choi, O Buyukozturk

2017

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network 
Y Li, H Zhang, Q Shen

2017

Deep Columnar Convolutional Neural Network 
S Majumdar, I Jain

2017

Choroid Segmentation from Optical Coherence Tomography with GraphEdge Weights Learned from Deep Convolutional Neural Networks 
X Sui, S Zhang, B Wei, H Bi, J Wu, X Pan, Y Yin

2017

Classifying Radio Galaxies with Convolutional Neural Network 
A Aniyan, K Thorat

2017

Acceleration Of Convolutional Neural Network Training Using Stochastic Perforation 
L Chang, S Gupta

2017

MBVCNN: Joint convolutional neural networks method for image recognition 
T Tong, X Mu, L Zhang, Z Yi, P Hu

2017

Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions 
N Cohen, O Sharir, Y Levine, R Tamari, D Yakira

2017

Senti17 at SemEval2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification 
H Hamdan

2017

Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks. 
C Park, Y Kim, G Kim

2017

Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks 
J Chang, S Scherer

2017

Parametric system identification using deep convolutional neural networks 
S Genc

2017

Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks 
M Gul, BK Gunturk

2017

Generalised Wasserstein Dice Score for Imbalanced Multiclass Segmentation using Holistic Convolutional Networks 
L Fidon, W Li, LC Garcia

2017

Graph Convolutional Networks for Molecules 
Z Zhou

2017

Regression convolutional network for vanishing point detection 
Y Shuai, Y Tiantian, Y Guodong, L Zize

2017

Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity Using Convolutional Neural Networks 
NE O'Connor

2017

A characterbased convolutional neural network for languageagnostic Twitter sentiment analysis 
J Wehrmann, W Becker, HEL Cagnini, RC Barros

2017

Appearance invariance in convolutional networks with neighborhood similarity 
T Tasdizen, M Sajjadi, M Javanmardi, N Ramesh

2017

Object recognition using cellular simultaneous recurrent networks and convolutional neural network 
MZ Alom, M Alam, TM Taha, KM Iftekharuddin

2017

DeepCloud: GroundBased Cloud Image Categorization Using Deep Convolutional Features 
L Ye, Z Cao, Y Xiao

2017

Single Infrared Image Stripe Noise Removal Using Deep Convolutional Networks 
X Kuang, X Sui, Q Chen, G Gu

2017

Deep Learning of Graphs with Ngram Convolutional Neural Networks 
Z Luo, L Liu, J Yin, Y Li, Z Wu

2017

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification 
E Li, J Xia, P Du, C Lin, A Samat

2017

Autocontext Convolutional Neural Network (AutoNet) for Brain Extraction in Magnetic Resonance Imaging 
SSM Salehi, D Erdogmus, A Gholipour

2017

MFCN: Effective Fully Convolutional NetworkBased Airplane Detection Framework 
Y Yang, Y Zhuang, F Bi, H Shi, Y Xie

2017

NBCNN: Deep Learningbased Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion 
FC Chen, MR Jahanshahi

2017

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment 
M Geist, A Holzinger

2017

A modified convolutional neural network for face sketch synthesis 
L Jiao, S Zhang, L Li, F Liu, W Ma

2017

Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks 
J Carroll, N Carlson, GT Kenyon

2017

Topology adaptive graph convolutional networks 
J Du, S Zhang, G Wu, JMF Moura, S Kar

2017

Lowdose CT Image Postprocessing Based on Residual Convolutional Network 
W Yang, H Zhang, J Wu, X Yin, Y Chen, H Shu, L Luo

2017

A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks 
H Sim, J Lee

2017

Fully Automatic Acute Ischemic Lesion Segmentation in DWI Using Convolutional Neural Networks 
L Chen, P Bentley, D Rueckert

2017

Face Detection through ScaleFriendly Deep Convolutional Networks 
S Yang, Y Xiong, CC Loy, X Tang

2017

Convolutional Neural NetworkBased Robot Navigation Using Uncalibrated Spherical Images 
L Ran, Y Zhang, Q Zhang, T Yang

2017

Volume upscaling with convolutional neural networks 
Z Zhou, Y Hou, Q Wang, G Chen, J Lu, Y Tao, H Lin

2017

Image Crowd Counting Using Convolutional Neural Network and Markov Random Field 
K Han, W Wan, H Yao, L Hou

2017

Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study 
A Kwasigroch, A Mikołajczyk, M Grochowski

2017

EndtoEnd Musical Key Estimation Using a Convolutional Neural Network 
F Korzeniowski, G Widmer

2017

Building Extraction From Remote Sensing Data Using Fully Convolutional Networks. 
K Bittner, S Cui, P Reinartz

2017

On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task 
W Li, G Wang, L Fidon, S Ourselin, MJ Cardoso

2017

Learning image features by convolutional networks under supervised data constraint= Aprendendo características de imagens por redes convolucionais sob restrição … 
AZ Peixinho

2017

BlockBased Convolutional Neural Network for Image Forgery Detection 
J Zhou, J Ni, Y Rao

2017

Deep Convolutional Neural Networks for facial expression recognition 
A Uçar

2017

Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation 
M Goyal, ND Reeves, S Rajbhandari, J Spragg

2017

Learning Uncertain Convolutional Features for Accurate Saliency Detection 
P Zhang, D Wang, H Lu, H Wang, B Yin

2017

Deep learning with convolutional neural networks for EEG decoding and visualization 
RT Schirrmeister, JT Springenberg, LDJ Fiederer

2017

Deep convolutional encoderdecoder network with model uncertainty for semantic segmentation 
S Isobe, S Arai

2017

Deeplearningbased Earth Fault Detection using Continuous Wavelet Transform and Convolutional Neural Network in Resonant Grounding Distribution Systems 
MF Guo, XD Zeng, DY Chen, NC Yang

2017

A Study on Deep Convolutional Neural Network Based Approaches for Person Reidentification 
H Chahar, N Nain

2017

3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks 
Y Ben

2017

TwoStream Convolutional Network with Multilevel Feature Fusion for Categorization of Human Action from Videos 
P Bhattacharjee, S Das

2017

A New Convolutional Neural Network Based DataDriven Fault Diagnosis Method 
L Wen, X Li, L Gao, Y Zhang

2017

A Comparative Study Of Convolutional Neural Networks For Segmentation And Classification Of Remote Sensing Images 
MPD Devi, DA Chitra

2017

Improving optimization of convolutional neural networks through parameter finetuning 
N Becherer, J Pecarina, S Nykl, K Hopkinson

2017

ArbitraryOriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks 
T Tang, S Zhou, Z Deng, L Lei, H Zou

2017

Single Image SuperResolution Using MultiScale Convolutional Neural Network 
X Jia, X Xu, B Cai, K Guo

2017

Maritime Semantic Labeling of Optical Remote Sensing Images with MultiScale Fully Convolutional Network 
H Lin, Z Shi, Z Zou

2017

R2D2: ColoRinspired Convolutional NeuRal Network (CNN)based AndroiD Malware Detections 
TTHD Huang, CM Yu, HY Kao

2017

Hyperspectral image superresolution using deep convolutional neural network 
Y Li, J Hu, X Zhao, W Xie, JJ Li

2017

Recognizing Arabic letter utterance using convolutional neural network 
RA Rajagede, CK Dewa

2017

Alleviating adversarial attacks via convolutional autoencoder 
W Bai, C Quan, Z Luo

2017

Decoderside HEVC quality enhancement with scalable convolutional neural network 
R Yang, M Xu, Z Wang

2017

Recognition and retrieval of sound events using sparse coding convolutional neural network 
CY Wang, A Santoso, S Mathulaprangsan, CC Chiang

2017

Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks 
H Zhao, PL Rosin, YK Lai

2017

Saliency detection with twolevel fully convolutional networks 
Y Yi, L Su, Q Huang, Z Wu, C Wang

2017

Disguised Face Identification (DFI) with Facial KeyPoints using Spatial Fusion Convolutional Network 
A Singh, D Patil, GM Reddy, SN Omkar

2017

Efficient Convolutional Network Learning using Parametric Log based DualTree Wavelet ScatterNet 
A Singh, N Kingsbury

2017

Deep convolutional networks for human sketches by means of the evolutionary deep learning 
S Fujino, N Mori, K Matsumoto

2016

Vanishing point detection with convolutional neural networks 
A Borji

2016

AUCMaximized Deep Convolutional Neural Fields for Protein Sequence Labeling 
S Wang, S Sun, J Xu

2016

Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation 
J Chen, L Yang, Y Zhang, M Alber, DZ Chen

2016

Learning to Generate Chairs, Tables and Cars with Convolutional Networks 
A Dosovitskiy, JT Springenberg, M Tatarchenko, T Brox

2016

Origami: A 803 GOp/s/W Convolutional Network Accelerator 
CN Accelerator

2016

AucMaximized Deep Convolutional Neural Fields For Sequence Labeling 
S Wang, S Sun, J Xu

2016

Exploiting Cyclic Symmetry in Convolutional Neural Networks 
S Dieleman, J De Fauw, K Kavukcuoglu

2016

ThroughputOptimized OpenCLbased FPGA Accelerator for LargeScale Convolutional Neural Networks 
N Suda, V Chandra, G Dasika, A Mohanty, Y Ma

2016

Image Sentiment Analysis using Deep Convolutional Neural Networks with Domain Specific Fine Tuning 
S Jindal, S Singh

2016

StochasticBased Convolutional Networks with Reconfigurable Logic Fabric 
M Alawad, M Lin

2016

Fingerprint Liveness Detection using Convolutional Neural Networks 
R Nogueira, R Lotufo, R Campos Machado

2016

Learning Structure of Stereoscopic Image for NoReference Quality Assessment with Convolutional Neural Network 
W Zhang, C Qu, L Ma, J Guan, R Huang

2016

Representation learning for mammography mass lesion classificationwith convolutional neural networks 
J Arevalo, FA González, R Ramos

2016

Semantic Image Segmentation via Fully Convolutional Networks 
M Falkenhainer

2016

Memory Matters: Convolutional Recurrent Neural Network for Scene Text Recognition 
G Qiang, T Dan, L Guohui, L Jun

2016

Emotional expression recognition with a crosschannel convolutional neural network for humanrobot interaction 
P Barros, C Weber, S Wermter

2016

Texture Synthesis Using Shallow Convolutional Networks with Random Filters 
I Ustyuzhaninov, W Brendel, LA Gatys, M Bethge

2016

From retina to behavior: preypredator recognition by convolutional neural networks and their modulation by classical conditioning 
N Yoshida

2016

Recurrent Fully Convolutional Networks for Video Segmentation 
S Valipour, M Siam, M Jagersand, N Ray

2016

Deeper Depth Prediction with Fully Convolutional Residual Networks 
I Laina, C Rupprecht, V Belagiannis, F Tombari

2016

Continuous action segmentation and recognition using hybrid convolutional neural networkhidden Markov model model 
J Lei, G Li, J Zhang, Q Guo, D Tu

2016

Image superresolution with multichannel convolutional neural networks 
Y Kato, S Ohtani, N Kuroki, T Hirose, M Numa

2016

Nighttime indoor relocalization using depth image with Convolutional Neural Networks 
R Li, Q Liu, J Gui, D Gu, H Hu

2016

Exploiting deep convolutional network and patchlevel CRFs for indoor semantic segmentation 
X Wu, M Du, W Chen, Z Li

2016

Driver behavior recognition based on deep convolutional neural networks 
S Yan, Y Teng, JS Smith, B Zhang

2016

Object recognition using deep convolutional neural networks with complete transfer and partial frozen layers 
MC Kruithof, H Bouma, NM Fischer, K Schutte

2016

An Empirical Convolutional Neural Network approach for Semantic Relation Classification 
P Qin, W Xu, J Guo

2016

Using Filter Banks in Convolutional Neural Networks for Texture Classification 
V Andrearczyk, PF Whelan

2016

Learning Dense Convolutional Embeddings For Semantic Segmentation 
AW Harley, KG Derpanis, I Kokkinos

2016

Sequential Convolutional Architectures for MultiSentence Text Classification CS224NFinal Project Report 
AL Rodrigo, L de Oliveira

2016

Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning 
P Molchanov, S Tyree, T Karras, T Aila, J Kautz

2016

Performanceportable autotuning of OpenCL kernels for convolutional layers of deep neural networks 
YM Tsai, P Luszczek, J Kurzak, J Dongarra

2016

Semantic tracking: Singletarget tracking with intersupervised convolutional networks 
J Xiao, Q Lan, L Qiao, A Leonardis

2016

CASCNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression 
L Cavigelli, P Hager, L Benini

2016

Multiple sclerosis lesion detection and segmentation using a convolutional neural network of 3D patches 
S Valverde, M Cabezas, E Roura, S González

2016

Efficient Convolutional Neural Network with Binary Quantization Layer 
M Ravanbakhsh, H Mousavi, M Nabi, L Marcenaro

2016

Nablanet: a deep daglike convolutional architecture for biomedical image segmentation: application to whitematter lesion segmentation in multiple sclerosis 
R McKinley, T Gundersen, F Wagner, A Chan, R Wiest

2016

SCDCNN: HighlyScalable Deep Convolutional Neural Network using Stochastic Computing 
A Ren, J Li, Z Li, C Ding, X Qian, Q Qiu, B Yuan

2016

Understanding Deep Convolutional Networks 
S Mallat

2016

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition 
FJ Ordóñez, D Roggen

2016

Edge Detection Using Convolutional Neural Network 
R Wang

2016

Convolutional Deep Stacking Networks for Distributed Compressive Sensing 
H Palangi, R Ward, L Deng

2016

Do semantic parts emerge in Convolutional Neural Networks? 
A Gonzalez

2016

Accelerating Eulerian Fluid Simulation With Convolutional Networks 
J Tompson, K Schlachter, P Sprechmann, K Perlin

2016

Boosted Convolutional Neural Networks 
M Moghimi, M Saberian, J Yang, LJ Li, N Vasconselos

2016

Speaker Identification And Clustering Using Convolutional Neural Networks 
Y Lukic, C Vogt, O Dürr, T Stadelmann

2016

Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification 
C Dixit

2016

Text/Nontext Image Classification in the Wild with Convolutional Neural Networks 
X Bai, B Shi, C Zhang, X Cai, L Qi

2016

Inductive Bias of Deep Convolutional Networks through Pooling Geometry 
N Cohen, A Shashua

2016

RFCN: Object Detection via Regionbased Fully Convolutional Networks 
J Dai, Y Li, K He, J Sun

2016

EndtoEnd Kernel Learning with Supervised Convolutional Kernel Networks 
J Mairal

2016

Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRDTS Filter Banks. 
R Annunziata, E Trucco

2016

Deepmotion: a deep convolutional neural network on inertial body sensors for gait assessment in multiple sclerosis 
J Gong, MD Goldman, J Lach

2016

Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network 
P Ghamisi, B Höfle, XX Zhu

2016

Chinese Herbal Medicine Image Recognition and Retrieval by Convolutional Neural Network 
X Sun, H Qian

2016

Generic 3D Convolutional Fusion for image restoration 
J Wu, R Timofte, L Van Gool

2016

Accelerating the SuperResolution Convolutional Neural Network 
C Dong, CC Loy, X Tang

2016

EndtoEnd Image SuperResolution via Deep and Shallow Convolutional Networks 
Y Wang, L Wang, H Wang, P Li

2016

Automatic Classification of Anuran Sounds Using Convolutional Neural Networks 
J Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes

2016

A Study of Objectionable Images Classification with Deep Convolutional Neural Networks 
TH Lee

2016

Classification of Alzheimer's Disease Structural MRI Data by Deep Learning Convolutional Neural Networks 
S Sarraf, G Tofighi

2016

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks 
Y Chen, H Jiang, C Li, X Jia, P Ghamisi

2016

Traffic sign classification with deep convolutional neural networks 
J CREDI

2016

Automatic Detection and Classification of Oil Tanks in Optical Satellite Images Based on Convolutional Neural Network 
Q Wang, J Zhang, X Hu, Y Wang

2016

Visualization of Deep Convolutional Neural Networks 
D Li

2016

ISAAC: A Convolutional Neural Network Accelerator with InSitu Analog Arithmetic in Crossbars 
A Shafiee, A Nag, N Muralimanohar

2016

Longitudinal Multiple Sclerosis Lesion Segmentation Using Multiview Convolutional Neural Networks 
A Birenbaum, H Greenspan

2016

Age Estimation Based on MultiRegion Convolutional Neural Network 
T Liu, J Wan, T Yu, Z Lei, SZ Li

2016

Fully Automating Graf's Method for DDH Diagnosis Using Deep Convolutional Neural Networks 
D Golan, Y Donner, C Mansi, J Jaremko

2016

A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography 
S Hasoul, R Ben

2016

A Deep Spatial Contextual Longterm Recurrent Convolutional Network for Saliency Detection 
N Liu, J Han

2016

Face Hallucination Using Convolutional Neural Network with Iterative Back Projection 
D Huang, H Liu

2016

ThreeDimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting 
S Wang, T Hara, H Fujita

2016

Fully Convolutional Network for Liver Segmentation and Lesions Detection 
H Greenspan

2016

Deep Convolutional Neural Networks for Detection of Rail Surface Defects 
S Faghih

2016

Face Occlusion Detection Using Deep Convolutional Neural Networks 3 
Y Xia, B Zhang, F Coenen

2016

Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks 
X Gibert, VM Patel, R Chellappa

2016

Automatic Detection of Cerebral Microbleeds from MR Images via 3D Convolutional Neural Networks. 
Q Dou, H Chen, L Yu, L Zhao, J Qin, D Wang, V Mok

2016

Combining Generative and Discriminative Representation Learning for Lung CT Analysis with Convolutional Restricted Boltzmann Machines 
G van Tulder, M de Bruijne

2016

A Deep Convolutional Neural Network for Segmenting and Classifying Epithelial and Stromal Regions in Histopathological Images 
J Xu, X Luo, G Wang, H Gilmore, A Madabhushi

2016

RandomOut: Using a convolutional gradient norm to win The Filter Lottery 
JP Cohen, HZ Lo, W Ding

2016

A Mathematical Motivation for ComplexValued Convolutional Networks 
M Tygert, J Bruna, S Chintala, Y LeCun, S Piantino

2016

Fast convolutional neural network training using selective data sampling: Application to hemorrhage detection in color fundus images. 
M van Grinsven, B van Ginneken, C Hoyng, T Theelen

2016

Classifying weight training workouts with deep convolutional neural networks: a precedent study 
J Park

2016

Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine. 
Z Han, Z Liu, J Han, CM Vong, S Bu, X Li

2016

Human pose estimation via convolutional part heatmap regression 
A Bulat, G Tzimiropoulos

2016

Reduced Memory Region Based Deep Convolutional Neural Network Detection 
D Tome, L Bondi, E Plebani, L Baroffio, D Pau

2016

On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM 
B Wicht, A Fischer, J Hennebert

2016

Exploiting Local Structures with the Kronecker Layer in Convolutional Networks 
S Zhou, JN Wu, Y Wu, X Zhou

2016

Application of Classifier Integration Model with Convolutional Neural Networks to an Object Classification Task 
DC Park

2016

Image Classification using Fast Learning Convolutional Neural Networks 
K Lee, DC Park

2016

Structured Pruning of Deep Convolutional Neural Networks 
S Anwar, K Hwang, W Sung

2016

An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network 
Y Ma, J He, L Wu, W Qi

2016

Stable And Symmetric Filter Convolutional Neural Network 
R Yeh, M Hasegawa

2016

A Convolutional Network Coding Oriented FourStage Contention Protocol for AlltoAll Broadcasting Networks 
LIU Yun, W Shan, ZHU Bocheng

2016

Learning convolutional neural network to maximize Pos@ Top performance measure 
RZ Liang, G Liang, W Li, Q Li, JJY Wang

2016

Gated Siamese Convolutional Neural Network Architecture for Human ReIdentification 
RR Varior, M Haloi, G Wang

2016

A 803 GOp/s/W Convolutional Network Accelerator 
L Cavigelli, L Benini

2016

Group Equivariant Convolutional Networks 
TS Cohen, M Welling

2016

CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction 
K Xu, F Ren

2016

Object Classification Using Stacked Autoencoder and Convolutional Neural Network 
VCR Gottimukkula

2016

Deep Convolutional Neural Network on iOS Mobile Devices 
CF Chen, GG Lee, V Sritapan, CY Lin

2016

Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks 
B Lusch, J Weholt, PD Maia, JN Kutz

2016

Steps in deployment and development of Convolutional Neural Network based applications 
ŞM Măduţa, CD Căleanu

2016

Imposing higherlevel Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints 
S Lattner, M Grachten, G Widmer

2016

Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes 
X Xu, S Todorovic

2016

Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images 
W Li, P Cao, D Zhao, J Wang

2016

Very Deep Convolutional Networks for Natural Language Processing 
A Conneau, H Schwenk, L Barrault, Y Lecun

2016

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 
LC Chen, G Papandreou, I Kokkinos, K Murphy

2016

Use of convolutional neural network as the first step of fully automated tumor detection on 11Cmethionine brain PET 
K Hirata, W Takeuchi, S Yamaguchi, H Kobayashi

2016

Selective Unsupervised Feature Learning with Convolutional Neural Network (SCNN) 
A Ghaderi, V Athitsos

2016

Convolutional neural network can help differentiate FDG PET images of brain tumor between glioblastoma and primary central nervous system lymphoma 
K Hirata, W Takeuchi, S Yamaguchi, H Kobayashi

2016

Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs 
D Li, X Chen, M Becchi, Z Zong

2016

Fast Computing Framework for Convolutional Neural Networks 
M Korytkowski, P Staszewski, P Woldan, R Scherer

2016

WaveNet: a deep convolutional neural network using directional wavelets for lowdose Xray CT reconstruction 
E Kan, J Min, JC Ye

2016

Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks 
F Wahlberg, W Tomas, B Anders

2016

A Convolutional Neural Network Approach for PostProcessing in HEVC Intra Coding 
Y Dai, D Liu, F Wu

2016

Densely Connected Convolutional Networks 
G Huang, Z Liu, KQ Weinberger

2016

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks 
M Längkvist, A Kiselev, M Alirezaie, A Loutfi

2016

Predicting Online Doctor Ratings from User Reviews Using Convolutional Neural Networks 
RD Sharma, S Tripathi, SK Sahu, S Mittal, A Anand

2016

MultiOriented Text Detection with Fully Convolutional Networks 
Z Zhang, C Zhang, W Shen, C Yao, W Liu, X Bai

2016

Object detection from video tubelets with convolutional neural networks 
K Kang, W Ouyang, H Li, X Wang

2016

Convolutional Networks for EEG Signal Classification in NonInvasive BrainComputer Interfaces 
E Forney, C Anderson, W Gavin, P Davies

2016

Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network 
S Hong, J Oh, B Han, H Lee

2016

Audio signals encoding for cough classification using convolutional neural networks: A comparative study 
HH Wang, JM Liu, M You, GZ Li

2016

3D Mesh Labeling via Deep Convolutional Neural Networks 
K Guo, D Zou, X Chen

2016

Relative attributes with deep Convolutional Neural Network 
DJ Kim, D Yoo, S Im, N Kim, T Sirinukulwattana

2016

Automatic labeling of molecular biomarkers on a cellbycell basis in immunohistochemistry images using convolutional neural networks 
F Sheikhzadeh, A Carraro, J Korbelic, C MacAulay

2016

Comparison of bladder segmentation using deeplearning convolutional neural network with and without level sets 
KH Cha, LM Hadjiiski, RK Samala, HP Chan

2016

Urinary bladder segmentation in CT urography using deeplearning convolutional neural network and level sets 
KH Cha, L Hadjiiski, RK Samala, HP Chan, EM Caoili

2016

MultiScale Convolutional Neural Networks for Time Series Classification 
Z Cui, W Chen, Y Chen

2016

Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction 
R Aljundi, T Tuytelaars

2016

Increasing CAD system efficacy for lung texture analysis using a convolutional network 
SR Tarando, C Fetita, A Faccinetto, P Yves

2016

Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life 
GS Babu, P Zhao, XL Li

2016

A novel approach for website aesthetic evaluation based on convolutional neural networks 
MG Khani, MR Mazinani, M Fayyaz, M Hoseini

2016

SingleImage Super Resolution for Multispectral Remote Sensing Data Using Convolutional Neural Networks 
L Liebel, M Körner

2016

Emulating Human Conversations using Convolutional Neural Networkbased IR 
A Prakash, C Brockett, P Agrawal

2016

Knowledge Based 3d Building Model Recognition Using Convolutional Neural Networks from LIDAR and Aerial Imageries 
F Alidoost, H Arefi

2016

Depth Estimation with Convolutional Conditional Random Field Network 
Y Hua, H Tian

2016

a Convolutional Network for Semantic Facade Segmentation and Interpretation 
M Schmitz, H Mayer

2016

Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks 
NJ Apthorpe, AJ Riordan, RE Aguilar, J Homann, Y Gu

2016

Hyperspectral image reconstruction by deep convolutional neural network for classification 
Y Li, W Xie, H Li

2016

Fast and robust segmentation of the striatum using deep convolutional neural networks 
H Choi, KH Jin

2016

Automatic MultiFault Recognition in TFDS Based on Convolutional Neural Network 
J Sun, Z Xiao, Y Xie

2016

A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data 
D Triantafyllidou, A Tefas

2016

Image Copy Detection Based on Convolutional Neural Networks 
J Zhang, W Zhu, B Li, W Hu, J Yang

2016

Face Detection Using Hierarchical Fully Convolutional Networks 
JJ Lv, YJ Feng, XD Zhou, X Zhou

2016

Seeing it all: Convolutional network layers map the function of the human visual system 
M Eickenberg, A Gramfort, G Varoquaux, B Thirion

2016

Thorax disease diagnosis using deep convolutional neural network 
J Chen, X Qi, O Tervonen, O Silvén, G Zhao

2016

Siamese Convolutional Networks for Cognate Identification 
T Rama

2016

MultiScale Fully Convolutional Network for Fast Face Detection 
Y Bai, W Ma, Y Li, L Cao, W Guo, L Yang

2016

Avian retinal photoreceptor detection and classification using Convolutional Neural Networks 
ED Collier

2016

A Convolutional Neural Network Based Chinese Text Detection Algorithm Via Text Structure Modeling 
X Ren, Y Zhou, J He, K Chen, X Yang, J Sun

2016

From OnRoad to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of OffRoad Scenes 
CJ Holder, TP Breckon, X Wei

2016

Convolutional Neural Network Classification of Hyperspectral Imagery in the San Francisco Bay Area, California 
D Giudici

2016

Reducing Drift in Visual Odometry by Inferring Sun Direction using a Bayesian Convolutional Neural Network 
V Peretroukhin, L Clement, J Kelly

2016

Convolutional Regression for Visual Tracking 
K Chen, W Tao

2016

Can fully convolutional networks perform well for general image restoration problems? 
S Chaudhury, H Roy

2016

Deep Convolutional Neural Network for Inverse Problems in Imaging 
KH Jin, MT McCann, E Froustey, M Unser

2016

Characterlevel Convolutional Network for Text Classification Applied to Chinese Corpus 
W Huang, J Wang

2016

Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings 
FC Morabito, M Campolo, C Ieracitano, JM Ebadi

2016

Deep3D: Fully Automatic 2Dto3D Video Conversion with Deep Convolutional Neural Networks 
J Xie, R Girshick, A Farhadi

2016

A Fully Convolutional Neural Network for Cardiac Segmentation in ShortAxis MRI 
PV Tran

2016

Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks 
M Francis

2016

EndtoEnd Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation 
W Yang, W Ouyang, H Li, X Wang

2016

Writerindependent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks 
LG Hafemann, R Sabourin, LS Oliveira

2016

Modeling Relational Information in QuestionAnswer Pairs with Convolutional Neural Networks 
A Severyn, A Moschitti

2016

Finetuning Convolutional Neural Networks for Visual Aesthetics 
Y Wang, Y Li, F Porikli

2016

6DOF Monocular Relocalization with Convolutional Neural Networks 
A Singh, A Mudgal

2016

Image annotation of power grid objects based on convolutional neural networks 
W Luo, M Feng, Q Fan, Q Peng, G Li, X Hao, L Yu

2016

Actionness Estimation Using Hybrid Fully Convolutional Networks 
L Wang, Y Qiao, X Tang, L Van Gool

2016

Automatic Graphic Logo Detection via Fast Regionbased Convolutional Networks 
G Oliveira, X Frazão, A Pimentel, B Ribeiro

2016

Convolutional Neural Network Based Automatic Object Detection on Aerial Images 
I Ševo, A Avramović

2016

Robust Audio Event Recognition with 1Max Pooling Convolutional Neural Networks 
H Phan, L Hertel, M Maass, A Mertins

2016

Using convolutional features and a sparse autoencoder for landuse scene classification 
E Othman, Y Bazi, N Alajlan, H Alhichri, F Melgani

2016

TIPOOLING: transformationinvariant pooling for feature learning in Convolutional Neural Networks 
D Laptev, N Savinov, JM Buhmann, M Pollefeys

2016

ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels 
H Chen, S Jayasuriya, J Yang, J Stephen

2016

Muon Neutrino Disappearance in NOvA with a Deep Convolutional Neural Network Classifier 
D Rocco

2016

Classification of human activity on water through microDopplers using deep convolutional neural networks 
Y Kim, T Moon

2016

Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval 
M Tzelepi, A Tefas

2016

DeepCAMP: Deep Convolutional Action & Attribute MidLevel Patterns 
A Diba, AM Pazandeh, H Pirsiavash, L Van Gool

2016

Convolutional Pose Machines: A Deep Architecture for Estimating Articulated Poses 
SE Wei

2016

Efficient pedestrian detection from aerial vehicles with object proposals and convolutional neural networks 
B Minnehan, A Savakis

2016

Face Recognition across Time Lapse Using Convolutional Neural Networks 
H El Khiyari, H Wechsler

2016

Towards Humanlike Performance Face Detection: A Convolutional Neural Network Approach 
J van Kleef

2016

Joint Face Detection and Alignment using Multitask Cascaded Convolutional Networks 
K Zhang, Z Zhang, Z Li, Y Qiao

2016

FreeSpace Detection with SelfSupervised and Online Trained Fully Convolutional Networks 
WP Sanberg, G Dubbelman, PHN de With

2016

Advances in Very Deep Convolutional Neural Networks for LVCSR 
T Sercu, V Goel

2016

A Convolutional Neural Network Neutrino Event Classifier 
A Aurisano, A Radovic, D Rocco, A Himmel

2016

Privacycnh: A framework to detect photo privacy with convolutional neural network using hierarchical features 
L Tran, D Kong, H Jin, J Liu

2016

On Complex Valued Convolutional Neural Networks 
N Guberman

2016

Image Assessment Using Deep Convolutional Neural Networks 
Z Lin, H Jin, J Yang

2016

MUSTCNN: A MUltilayer ShiftandsTitch Deep Convolutional Architecture for Sequencebased Protein Structure Prediction 
Z Lin, Y Qi

2016

AudioBased Music Classificationwith A Pretrained Convolutional Network 
E Dieleman, B Schrauwen

2016

Learning to Extract Motion from Videos in Convolutional Neural Networks 
D Teney, M Hebert

2016

Unsupervised convolutional neural networks for motion estimation 
A Ahmadi, I Patras

2016

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features 
H Liang, Q Li

2016

Human action recognition using genetic algorithms and convolutional neural networks 
EP Ijjina, CK Mohan

2016

Convolutional Networks on Graphs for Learning Molecular Fingerprints. 
A Aspuru

2016

PersonNet: Person Reidentification with Deep Convolutional Neural Networks 
L Wu, C Shen, A Hengel

2016

Convolutional Neural Network For Robust Pitch Determination 
H Su, H Zhang, X Zhang, G Gao

2016

Vehicle Detection in Satellite Images by Incorporating Objectness and Convolutional Neural Network 
S Qu, Y Wang, G Meng, C Pan

2016

Convolutional Neural Random Fields for Action Recognition 
C Liu, J Liu, Z He, Y Zhai, Q Hu, Y Huang

2016

RealTime Single Image and Video SuperResolution Using an Efficient SubPixel Convolutional Neural Network 
W Shi, J Caballero, F Huszar, J Totz, AP Aitken

2016

Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network 
P Molchanov, X Yang, S Gupta, K Kim, S Tyree, J Kautz

2016

Exploiting fully convolutional neural networks for fast road detection 
C Caio, DF Wolf

2016

Convolutional neural network architectures for predicting DNA–protein binding 
H Zeng, MD Edwards, G Liu, DK Gifford

2016

ZooplanktoNet: Deep convolutional network for zooplankton classification 
J Dai, R Wang, H Zheng, G Ji, X Qiao

2016

Classification of ships using real and simulated data in a convolutional neural network 
AO Knapskog, C Cochin, JC Louvigne

2016

SingleImage Crowd Counting via MultiColumn Convolutional Neural Network 
Y Zhang, D Zhou, S Chen, S Gao, Y Ma

2016

A Systematic Approach to Blocking Convolutional Neural Networks 
X Yang, J Pu, BB Rister, N Bhagdikar, S Richardson

2016

Action Recognition Using Convolutional Restricted Boltzmann Machines 
P Palasek, I Patras

2016

A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer 
B Bayar, MC Stamm

2016

An endtoend convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection 
A Akintayo, N Lee, V Chawla, M Mullaney, C Marett

2016

Automatic Age and Gender Recognition in Human Face Image Dataset using Convolutional Neural Network System 
S Shaik, AA Micheal

2016

A Novel GPUBased Efficient Approach for Convolutional Neural Networks with Small Filters 
W Jiang, Y Chen, H Jin, R Zheng, Y Chi

2016

Instancesensitive Fully Convolutional Networks 
J Dai, K He, Y Li, S Ren, J Sun

2016

Insect Classification With Heirarchical Deep Convolutional Neural Networks 
J Glick, K Miller

2016

Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hispeed Flame Video 
A Akintayo, KG Lore, S Sarkar, S Sarkar

2016

Dense Crowd Counting from Still Images with Convolutional Neural Networks 
Y Hu, H Chang, F Nian, Y Wang, T Li

2016

Convolutional Networks for Fast, EnergyEfficient Neuromorphic Computing 
SK Esser, PA Merolla, JV Arthur, AS Cassidy

2016

Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks 
S Sarraf, G Tofighi

2016

Name of Author: Bing Xu Title of Thesis: Deep Convolutional Networks for Image Classification Degree: Master of Science Year this Degree Granted: 2016 
B Xu, AB Edmonton

2016

Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units 
W Shang, K Sohn, D Almeida, H Lee

2016

XNORNet: ImageNet Classification Using Binary Convolutional Neural Networks 
M Rastegari, V Ordonez, J Redmon, A Farhadi

2016

Convolutional Network Representation for Visual Recognition 
A Sharif Razavian

2016

Food Image Recognition by Using Convolutional Neural Networks (CNNs) 
Y Lu

2016

Richer Convolutional Features for Edge Detection 
Y Liu, MM Cheng, X Hu, K Wang, X Bai

2016

Multifocus image fusion with a deep convolutional neural network 
Y Liu, X Chen, H Peng, Z Wang

2016

3D Shape Segmentation with Projective Convolutional Networks 
E Kalogerakis, M Averkiou, S Maji, S Chaudhuri

2016

A Deep 3D Convolutional Neural Network Based Design for Manufacturability Framework 
A Balu, KG Lore, G Young, A Krishnamurthy, S Sarkar

2016

A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation 
A Dasgupta, S Singh

2016

Realtime Traffic Sign Recognition system with deep convolutional neural network 
S Jung, U Lee, J Jung, DH Shim

2016

Protein Secondary Structure Prediction Using Deep Multiscale Convolutional Neural Networks and NextStep Conditioning 
A Busia, J Collins, N Jaitly

2016

Automatic detection and classification of leukocytes using convolutional neural networks 
J Zhao, M Zhang, Z Zhou, J Chu, F Cao

2016

HighResolution Semantic Labeling with Convolutional Neural Networks 
E Maggiori, Y Tarabalka, G Charpiat, P Alliez

2016

A SelfDriving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware 
T Hwu, J Isbell, N Oros, J Krichmar

2016

Analysis of timefrequency representations for musical onset detection with convolutional neural network 
B Stasiak, J Mońko

2016

A pseudo ensemble convolutional neural networks 
J Jang, Y Cho, H Yoon

2016

Automatic Microcalcification Detection in Multivendor Mammography Using Convolutional Neural Networks 
JJ Mordang, T Janssen, A Bria, T Kooi

2016

A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography 
T Kooi, A Gubern

2016

Classification of dermoscopy patterns using deep convolutional neural networks 
S Demyanov, R Chakravorty, M Abedini, A Halpern

2016

Aspect Extraction for Opinion Miningwith a Deep Convolutional Neural Network 
S Poria, E Cambria, A Gelbukh

2016

Nonuniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation 
M Ghafoorian, N Karssemeijer, T Heskes

2016

Convolutional Residual Memory Networks 
J Moniz, C Pal

2016

Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking 
K Tymoshenko, D Bonadiman, A Moschitti

2016

Large Scale Indexing and Searching Deep Convolutional Neural Network Features 
G Amato, F Debole, F Falchi, C Gennaro, F Rabitti

2016

Superpixel Filtering for Mean Field Inference in CRFs Integrated with Convolutional Neural Networks 
JM Hunt

2016

Rateenergyaccuracy optimization of convolutional architectures for face recognition 
L Bondi, L Baroffio, M Cesana, M Tagliasacchi

2016

Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification 
K Nogueira, OAB Penatti, JA Santos

2016

Natural Scene Digit Classification Using Convolutional Neural Networks 
Z Wang, P Jiang, X Zhang, F Wang

2016

Systems and methods for applying a convolutional network to spatial data 
AS Heifets, I Wallach, M Dzamba

2016

INSIGHT1 at SemEval2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification 
S Ruder12, P Ghaffari, JG Breslin

2016

UniPI at SemEval2016 Task 4: Convolutional Neural Networks for Sentiment Classification 
G Attardi, D Sartiano

2016

[Paper] Visual Instance Retrieval with Deep Convolutional Networks 
AS Razavian, J Sullivan, S Carlsson, A Maki

2016

Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network 
E Hosseini

2016

Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network 
E Hosseini

2016

YZUNLP Team at SemEval2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network 
Y He, LC Yu, CS Yang, KR Lai, W Liu

2016

Pretraining Convolutional Neural Networks for Visual Recognition 
M Haavisto

2016

Feature point description and classification for urban street scenes using convolutional neural networks 
H WALLENIUS

2016

Deep Depth SuperResolution: Learning Depth SuperResolution using Deep Convolutional Neural Network 
X Song, Y Dai, X Qin

2016

3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks 
X Xu, D Corrigan, A Dehghani, S Caulfield, D Moloney

2016

Lazy Evaluation of Convolutional Filters 
S Leroux, S Bohez, C De Boom, E De Coninck

2016

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection 
D Weimer, B Scholz

2016

A Novel Convolutional Neural Network with Glial Cells 
M Korytkowski

2016

Parametric Exponential Linear Unit for Deep Convolutional Neural Networks 
L Trottier, P Giguère, B Chaib

2016

Deep convolutional neural networks for predominant instrument recognition in polyphonic music 
Y Han, J Kim, K Lee

2016

EEGbased prediction of driver's cognitive performance by deep convolutional neural network 
M Hajinoroozi, Z Mao, TP Jung, CT Lin, Y Huang

2016

Gearbox fault classification using Stransform and convolutional neural network 
X ZENG, Y LIAO, W LI

2016

Pretraining in convolutional neural networks 
H Liu

2016

A Novel Approach of Face Recognition using Convolutional Neural Networks 
TS AKHEEL, D JILANI

2016

Mental Disease Feature Extraction with MRI by 3D Convolutional Neural Network with Multichannel Input 
L Cao, Z Liu, X He, Y Cao, K Li

2016

FPGAbased Accelerator for Deep Convolutional Neural Networks for the SPARK Environment 
R Morcel, M Ezzeddine, H Akkary

2016

Language Modeling with Gated Convolutional Networks 
YN Dauphin, A Fan, M Auli, D Grangier

2016

Globally Optimal Object Tracking with Fully Convolutional Networks 
J Lee, BK Iwana, S Ide, S Uchida

2016

TrunkBranch Ensemble Convolutional Neural Networks for Videobased Face Recognition 
C Ding, D Tao

2016

TwoStream Convolutional Networks for Dynamic Saliency Prediction 
Ç Bak, A Erdem, E Erdem

2016

Facial Expression Recognition with Convolutional Neural Networks: Coping with Few Data and the Training Sample Order 
AT Lopes, E de Aguiar, AF De Souza, T Oliveira

2016

Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus 
F Zhang, F Duarte, R Ma, D Milioris, H Lin, C Ratti

2016

Learning SpatialSemantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition 
Z Xie, Z Sun, L Jin, H Ni, T Lyons

2016

Identification of Water and Fat Images in Dixon MRI Using Aggregated PatchBased Convolutional Neural Networks 
L Zhao, Y Zhan, D Nickel, M Fenchel, B Kiefer, XS Zhou

2016

Deep Convolutional Neural Networks for Histological Image Analysis in Gastric Carcinoma Whole Slide Images 
H Sharma, N Zerbe, I Klempert, O Hellwich, P Hufnagl

2016

Adaptive Convolutional ELM For Concept Drift Handling in Online Stream Data 
A Budiman, MI Fanany, C Basaruddin

2016

Optimization of Convolutional Neural Network using Microcanonical Annealing Algorithm 
V Ayumi, LM Rere, MI Fanany, AM Arymurthy

2016

Deep Convolutional Neural Networks for Human Embryonic Cell Counting 
A Khan, S Gould, M Salzmann

2016

Unsupervised Feature Learning With Symmetrically Connected Convolutional Denoising Autoencoders 
J Dong, XJ Mao, C Shen, YB Yang

2016

Weakly Supervised Cascaded Convolutional Networks 
A Diba, V Sharma, A Pazandeh, H Pirsiavash

2016

EEGNet: A Compact Convolutional Network for EEGbased BrainComputer Interfaces 
VJ Lawhern, AJ Solon, NR Waytowich, SM Gordon

2016

3D Fully Convolutional Network for Vehicle Detection in Point Cloud 
B Li

2016

A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound 
K Lekadir, A Galimzianova, A Betriu, M del Mar Vila

2016

Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net 
S Ghosal, N Ray

2016

Efficient Convolutional AutoEncoding via Random Convexification and FrequencyDomain Minimization 
MC Oveneke, M Aliosha

2016

Robotic Grasp Detection using Deep Convolutional Neural Networks 
S Kumra, C Kanan

2016

Single Image Dehazing via Multiscale Convolutional Neural Networks 
W Ren, S Liu, H Zhang, J Pan, X Cao, MH Yang

2016

Natural Image Matting Using Deep Convolutional Neural Networks 
D Cho, YW Tai, I Kweon

2016

Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks 
X Pan, L Li, H Yang, Z Liu, J Yang, L Zhao, Y Fan

2016

Understanding the Effective Receptive Field in Deep Convolutional Neural Networks 
W Luo, Y Li, R Urtasun, R Zemel

2016

Convolutional Gated Recurrent Networks for Video Segmentation 
M Siam, S Valipour, M Jagersand, N Ray

2016

Protein contact prediction from amino acid coevolution using convolutional networks for graphvalued images 
V Golkov, MJ Skwark, A Golkov, A Dosovitskiy, T Brox

2016

Mammogram Classification based on Convolutional Neural Network 
MM Jadoon, Q Zhang, IU Haq, S Butt

2016

Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition 
S Han, Z Meng, AS KHAN, Y Tong

2016

Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition 
P Singh, A Verma, NS Chaudhari

2016

Partial discharge patterns recognition with deep Convolutional Neural Networks 
G Li, M Rong, X Wang, X Li, Y Li

2016

Intelligent monitor system based on cloud and convolutional neural networks 
B Yong, G Zhang, H Chen, Q Zhou

2016

Fully Convolutional Crowd Counting On Highly Congested Scenes 
M Marsden, K McGuiness, S Little, NE O'Connor

2016

A convolutional neural network for robotic arm guidance using sEMG based frequencyfeatures 
UC Allard, F Nougarou, CL Fall, P Giguère, C Gosselin

2016

Speed/accuracy tradeoffs for modern convolutional object detectors 
J Huang, V Rathod, C Sun, M Zhu, A Korattikara

2016

Multimodal convolutional neural networks for road detection 
S Held, H Khelil, M Killat

2016

Estimation of ambient light and transmission map with common convolutional architecture 
YS Shin, Y Cho, G Pandey, A Kim

2016

Training Bit Fully Convolutional Network for Fast Semantic Segmentation 
H Wen, S Zhou, Z Liang, Y Zhang, D Feng, X Zhou

2016

Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks 
Y Zhou, H Wang, F Xu, YQ Jin

2016

CQTbased Convolutional Neural Networks for Audio Scene Classification 
T Lidy, A Schindler

2016

Very high resolution images classification by fine tuning deep convolutional neural networks 
M Iftene, Q Liu, Y Wang

2016

Fine Hand Segmentation using Convolutional Neural Networks 
T Vodopivec, V Lepetit, P Peer

2016

Fast image clustering based on convolutional neural network and binary Kmeans 
S Ke, Y Zhao, B Li, Z Wu, X Liu

2016

Convolutional Neural Network based Deep Conditional Random Fields for Stereo Matching 
Z Wang, S Zhu, Y Li, Z Cui

2016

Temporal Convolutional Networks: A Unified Approach to Action Segmentation 
C Lea, R Vidal, A Reiter, GD Hager

2016

Automated Retinopathy of Prematurity Case Detection with Convolutional Neural Networks 
DE Worrall, CM Wilson, GJ Brostow

2016

Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine 
Z Han, Z Liu, J Han, CM Vong, S Bu, X Li

2016

Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets 
Y Liu, E Racah, J Correa, A Khosrowshahi, D Lavers

2016

Recurrent Convolutional Network for Videobased Person ReIdentification 
N McLaughlin, J Martinez del Rincon, P Miller

2016

Offline Handwriting Recognition System Using Convolutional Network 
A Manoj, P Borate, P Jain, V Sanas, R Pashte

2016

TraCount: a deep convolutional neural network for highly overlapping vehicle counting 
S Surya, RV Babu

2016

Low complexity encoder for feedbackchannelfree distributed video coding using deep convolutional neural networks at the decoder 
PR Bhagath, J Mukherjee, S Mukopadhayay

2016

PhysicallyBased Rendering for Indoor Scene Understanding Using Convolutional Neural Networks 
Y Zhang, S Song, E Yumer, M Savva, JY Lee, H Jin

2016

Realtime target detection and recognition with deep convolutional networks for intelligent visual surveillance 
W Xu, J He, HL Zhang, B Mao, J Cao

2016

Fast Vehicle Detection in Satellite Images Using Fully Convolutional Network 
J Hu, T Xu, J Zhang, Y Yang

2016

Supervised Image Classification Using Deep Convolutional Wavelets Network 
S Hassairi, R Ejbali, M Zaied

2016

Deep Convolutional Neural Networks for Multiinstance Multitask Learning 
T Zeng, S Ji

2016

Hierarchical committee of deep convolutional neural networks for robust facial expression recognition 
BK Kim, J Roh, SY Dong, SY Lee

2016

Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks 
Y Cao, Z Wu, C Shen

2016

Lung Nodule Detection using 3D Convolutional Neural Networks Trained on Weakly Labeled Data 
R Anirudh, JJ Thiagarajan, T Bremer, H Kim

2016

A Convolutional Attention Network for Extreme Summarization of Source Code 
M Allamanis, H Peng, C Sutton

2016

Deep Convolutional Neural Networks for ComputerAided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning 
HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao

2016

The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks 
B Saleh, A Elgammal, J Feldman

2016

Eyeriss: An EnergyEfficient Reconfigurable Accelerator for Deep Convolutional Neural Networks 
YH Chen, T Krishna, J Emer, V Sze

2016

Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier 
M Panda, V Vihar

2016

Unconstrained Face Detection from a Mobile Source Using Convolutional Neural Networks 
S Chaudhry, R Chandra

2016

Graph Based Convolutional Neural Network 
M Edwards, X Xie

2016

Convolutional Networks for Traffic Sign Classification 
F ZANETTI

2016

Semantic Relatedness in Convolutional Neural Networks 
P Missault

2016

Drogue detection for autonomous aerial refueling based on convolutional neural networks 
X Wang, X Dong, X Kong, J Li, B Zhang

2016

YodaNN: An UltraLow Power Convolutional Neural Network Accelerator Based on Binary Weights 
R Andri, L Cavigelli, D Rossi, L Benini

2016

Attribute Segmentation for Transformer Substation Using Convolutional Network 
J Wu, H Yang, H Xu, S Pang, H Li, W Luo

2016

Attribute Classification for Transformer Substation Based on Deep Convolutional Network 
J Wu, D Su, H Xu, S Pang, W Luo

2016

An Evaluation of Convolutional Neural Nets for Medical Image Anatomy Classification 
SA Khan, SP Yong

2016

A Table Detection Method for PDF Documents Based on Convolutional Neural Networks 
L Hao, L Gao, X Yi, Z Tang

2016

Fully convolutional networks for multimodality isointense infant brain image segmentation 
D Nie, L Wang, Y Gao, D Sken

2016

Detection and Tracking of Liquids with Fully Convolutional Networks 
C Schenck, D Fox

2016

Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks 
Y Yu, H Lin, J Meng, Z Zhao

2016

Convolutional Sketch Inversion 
Y Güçlütürk, U Güçlü, R van Lier, MAJ van Gerven

2016

Fully Convolutional Networks for Dense Semantic Labelling of HighResolution Aerial Imagery 
J Sherrah

2016

Pornographic Image Detection Utilizing Deep Convolutional Neural Networks 
F Nian, T Li, Y Wang, M Xu, J Wu

2016

Fusing LIDAR and images for pedestrian detection using convolutional neural networks 
J Schlosser, CK Chow, Z Kira

2016

Sentiment Analysis for Chinese Microblog based on Deep Neural Networks with Convolutional Extension Features 
SUN Xiao, LI Chengcheng, REN Fuji

2016

Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation 
P Teikari, M Santos, C Poon, K Hynynen

2016

Accelerating Deep Convolutional Networks using lowprecision and sparsity 
G Venkatesh, E Nurvitadhi, D Marr

2016

TransformInvariant Convolutional Neural Networks for Image Classification and Search 
X Shen, X Tian, A He, S Sun, D Tao

2016

Super Resolution of the Partial Pixelated Images With Deep Convolutional Neural Network 
H Mao, Y Wu, J Li, Y Fu

2016

PotTS at SemEval2016 Task 4: Sentiment Analysis of Twitter Using Characterlevel Convolutional Neural Networks. 
U Sidarenka, KL Straße

2016

Latte: Fully Convolutional Network in Halide 
A Hu, XD Zhai

2016

Openset plant identification using an ensemble of deep convolutional neural networks 
M Mehdipour Ghazi, B Yanıkoğlu, E Aptoula

2016

DeepSense: A GPUbased Deep Convolutional Neural Network Framework on Commodity Mobile Devices 
LN Huynh, RK Balan, Y Lee

2016

Multistage committees of deep feedforward convolutional sparse denoise autoencoder for object recognition 
S Luo, Y Ding, K Hao

2016

Convolutional Pose Machines 
SE Wei, V Ramakrishna, T Kanade, Y Sheikh

2016

Deep convolutional networks for automated detection of posteriorelement fractures on spine CT 
HR Roth, Y Wang, J Yao, L Lu, JE Burns, RM Summers

2016

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network 
M Anthimopoulos, S Christodoulidis, L Ebner, A Christe

2016

Convolutional Neural Networks using Logarithmic Data Representation 
D Miyashita, EH Lee, B Murmann

2016

Particle Swarm Optimization (Pso) For Training Optimization On Convolutional Neural Network (Cnn) 
A Rachmad, DMJ Purnomo, MF Rachmadi, A Wibowo

2016

Shallow and Deep Convolutional Networks for Saliency Prediction 
J Pan, K McGuinness, E Sayrol, N O'Connor

2016

Camera identification with deep convolutional networks 
L Baroffio, L Bondi, P Bestagini, S Tubaro

2016

Decision Forests, Convolutional Networks and the Models inBetween 
Y Ioannou, D Robertson, D Zikic, P Kontschieder

2016

Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification 
S Pang, Y Xinyi

2016

An Improved Image Classification Method Considering Rotation Based on Convolutional Neural Network 
J Qu

2016

Rankbased pooling for deep convolutional neural networks 
Z Shi, Y Ye, Y Wu

2016

Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional Networks 
M Mancini, G Costante, P Valigi, TA Ciarfuglia

2016

Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking 
G Ning, Z Zhang, C Huang, Z He, X Ren, H Wang

2016

Traffic Sign Detection and Recognition using Fully Convolutional Network Guided Proposals 
Y Zhu, C Zhang, D Zhou, X Wang, X Bai, W Liu

2016

Multiview 3D Models from Single Images with a Convolutional Network 
M Tatarchenko, A Dosovitskiy, T Brox

2016

Highperformance Semantic Segmentation Using Very Deep Fully Convolutional Networks 
Z Wu, C Shen, A Hengel

2016

Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition 
Z Xie, Z Sun, L Jin, Z Feng, S Zhang

2016

Selective Convolutional Descriptor Aggregation for FineGrained Image Retrieval 
XS Wei, JH Luo, J Wu

2016

Deep Convolutional Neural Networks for Forest Fire Detection 
Q Zhang, J Xu, L Xu, H Guo

2016

M $^ 2$ SNet: MultiModal Similarity Metric Learning based Deep Convolutional Network for Answer Selection 
M Lingxun, L Yan

2016

3Dbased Deep Convolutional Neural Network for Action Recognition with Depth Sequences 
Z Liu, C Zhang, Y Tian

2016

Churn analysis using deep convolutional neural networks and autoencoders 
A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit

2016

Multiple Object Scene Description for the Visually Impaired Using Pretrained Convolutional Neural Networks 
H Alhichri, BB Jdira, N Alajlan

2016

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering 
M Defferrard, X Bresson, P Vandergheynst

2016

Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network 
L Li, X Feng, X Wu, Z Xia, A Hadid

2016

Image Restoration Using Convolutional Autoencoders with Symmetric Skip Connections 
XJ Mao, C Shen, YB Yang

2016

Accurate OnRoad Vehicle Detection with Deep Fully Convolutional Networks 
Z Jie, WF Lu, EHF Tay

2016

Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3D Meshes 
Z Han, Z Liu, J Han, CM Vong, S Bu, CLP Chen

2016

Detection and Diagnosis of Breast Tumors using Deep Convolutional Neural Networks 
JD Gallego

2016

Convolutional Deep Neural Network on a GPU 
S Pillai, S Pillai

2016

String representations and distances in deep convolutional neural networks for image classification 
C Barat, C Ducottet

2016

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping 
J Kleesiek, G Urban, A Hubert, D Schwarz

2016

Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Cameratrap Images using Very Deep Convolutional Neural Networks 
A Gomez, A Salazar

2016

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? 
G Urban, KJ Geras, SE Kahou, O Aslan, S Wang

2016

Moving object recognition using multiview threedimensional convolutional neural networks 
T He, H Mao, Z Yi

2016

Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields 
S Kim, K Park, K Sohn, S Lin

2016

Stargalaxy Classification Using Deep Convolutional Neural Networks 
EJ Kim, RJ Brunner

2016

Recurrent Fully Convolutional Neural Networks for Multislice MRI Cardiac Segmentation 
RPK Poudel, P Lamata, G Montana

2016

Every filter extracts a specific texture in convolutional neural networks 
Z Xia, C Zhu, Z Wang, Q Guo, Y Liu

2016

3D Fully Convolutional Networks for Intervertebral Disc Localization and Segmentation 
H Chen, Q Dou, X Wang, J Qin, JCY Cheng, PA Heng

2016

Prostate Cancer Classiﬁcation using Convolutional Neural Networks 
A Gummeson

2016

Improving mesoscale altimetric resolution/data in the Mediterranean Sea: multitracer convolutional retreatment of standard products 
R Fablet, J Verron, B Mourre, B Chapron, A Pascual

2016

Convolutional Deep Belief Networks for SingleCell/Object Tracking in Computational Biology and Computer Vision 
B Zhong, S Pan, H Zhang, T Wang, J Du, D Chen

2016

Stroke SequenceDependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition 
B Hu, X Liu, X Wu, Q Chen

2016

Investigation on the kurtosis filter and the derivation of convolutional sparse filter for impulsive signature enhancement 
X Jia, M Zhao, Y Di, C Jin, J Lee

2016

A Simple Shallow Convolutional Neural Network for Accurate Handwritten Digit Classification 
V Golovko, E Mikhno, A Brichk

2016

Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks 
L Zhang, A Gooya, B Dong, R Hua, SE Petersen

2016

HighThroughput Classification of Radiographs Using Deep Convolutional Neural Networks 
A Rajkomar, S Lingam, AG Taylor, M Blum, J Mongan

2016

Lung Image Segmentation Using Deep Learning Methods and Convolutional Neural Networks 
A Alexander Kalinovsky, V Kovalev

2016

Transferred Deep Convolutional Neural Network Features for Extensive Facial Landmark Localization 
S Zhang, H Yang, ZP YIN

2016

SingleCell Phenotype Classification Using Deep Convolutional Neural Networks. 
O Dürr, B Sick

2016

Automated Grading of Gliomas using Deep Learning in Digital Pathology Images: A modular approach with ensemble of convolutional neural networks 
MG Ertosun, DL Rubin

2016

Fully convolutional networks for building and road extraction: Preliminary results 
Z Zhong, J Li, W Cui, H Jiang

2016

Deep Learning for Ocean Remote Sensing: An Application of Convolutional Neural Networks for SuperResolution on SatelliteDerived SST Data 
A Ducournau, R Fablet

2016

A convolutional deep belief network for polarimetric SAR data feature extraction 
R Tanase, M Datcu, D Raducanu

2016

Deep Convolutional networks with superpixel segmentation for hyperspectral image classification 
J Cao, Z Chen, B Wang

2016

Graphbased deep Convolutional networks for Hyperspectral image classification 
J Cao, Z Chen, B Wang

2016

Evaluation of Infants with Spinal Muscular Atrophy TypeI Using Convolutional Neural Networks 
B Soran, L Lowes, KM Steele

2016

Convolutional neural network based classification for hyperspectral data 
P Jia, M Zhang, W Yu, F Shen, Y Shen

2016

Scene semantic classification based on randomscale stretched convolutional neural network for highspatial resolution remote sensing imagery 
Y Liu, Y Zhong, F Fei, L Zhang

2016

Improving Airway Segmentation in Computed Tomography using Leak Detection with Convolutional Networks 
JP Charbonnier, EM van Rikxoort, AAA Setio

2016

Fast training of convolutional neural network classifiers through extreme learning machines 
Y Yoo, SY Oh

2016

BiLevel Multicolumn Convolutional Neural Networks for Facial Landmark Point Detection 
Y Xu, S Gao

2016

Low level visual feature extraction by learning of multiple tasks for Convolutional Neural Networks 
H Ide, T Kurita

2016

Automatic Building Extraction in Aerial Scenes Using Convolutional Networks 
J Yuan

2016

Plant Identification System based on a Convolutional Neural Network for the LifeClef 2016 Plant Classification Task 
SH Lee, YL Chang, CS Chan, P Remagnino

2016

Road crack detection using deep convolutional neural network 
L Zhang, F Yang, YD Zhang, YJ Zhu

2016

Multiview gait recognition using 3D convolutional neural networks 
T Wolf, M Babaee, G Rigoll

2016

Twostream convolutional neural network for accurate RGBD fingertip detection using depth and edge information 
H Guo, G Wang, X Chen

2016

DeeplySupervised Recurrent Convolutional Neural Network for Saliency Detection 
Y Tang, X Wu, W Bu

2016

Video system for human attribute analysis using compact convolutional neural network 
Y Yang, F Chen, X Chen, Y Dai, Z Chen, J Ji, T Zhao

2016

Scattering convolutional hidden Markov trees 
JB Regli, JDB Nelson

2016

Deeper and wider fully convolutional network coupled with conditional random fields for scene labeling 
K Nguyen, C Fookes, S Sridharan

2016

Object Detection via EndtoEnd Integration of Aspect Ratio and Context Aware Partbased Models and Fully Convolutional Networks 
B Li, T Wu, S Shao, L Zhang, R Chu

2016

DenseReg: Fully Convolutional Dense Shape Regression IntheWild 
RA Güler, G Trigeorgis, E Antonakos, P Snape

2016

Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks 
D Lévy, A Jain

2016

Convolutional covariance features: Conception, integration and performance in person reidentification 
A Franco, L Oliveira

2016

Convolutional neural network features based change detection in satellite images 
AM El Amin, Q Liu, Y Wang

2016

Memory Efficient Nonuniform Quantization for Deep Convolutional Neural Network 
F Sun, J Lin

2016

Bacterial Colony Counting with Convolutional Neural Networks in Digital Microbiology Imaging 
A Ferrari, S Lombardi, A Signoroni

2016

Acoustic scene classification using convolutional neural network and multiplewidth frequencydelta data augmentation 
Y Han, K Lee

2016

Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks 
DD Lin, SS Talathi

2016

Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks 
T Xue, J Wu, KL Bouman, WT Freeman

2016

Convolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring 
G Anbarjafari

2016

Video SuperResolution with Convolutional Neural Networks 
A Kappeler, S Yoo, Q Dai, AK Katsaggelos

2016

Exploiting Correlations Among Channels In Distributed Compressive Sensing With Convolutional Deep Stacking Networks 
H Palangi, R Ward, L Deng

2016

Stacked Convolutional Denoising AutoEncoders for Feature Representation 
B Du, W Xiong, J Wu, L Zhang, D Tao

2016

Acoustic Scene Classification Using NetworkInNetwork Based Convolutional Neural Network 
A Santoso, CY Wang, JC Wang

2016

Blind SuperResolution with Deep Convolutional Neural Networks 
C Peyrard, M Baccouche, C Garcia

2016

Deep Convolutional Neural Networks for Classifying Body Constitution 
H Li, B Xu, N Wang, J Liu

2016

A Convolutional Network Model of the Primate Middle Temporal Area 
BP Tripp

2016

How Is Scene Recognition in a Convolutional Network Related to that in the Human Visual System? 
S Sharma, B Tripp

2016

Pure convolutional neural network localization 
NA Lineback, MS Ranzinger

2016

Predicting semantically linkable knowledge in developer online forums via convolutional neural network 
B Xu, D Ye, Z Xing, X Xia, G Chen, S Li

2016

Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes 
C Kroll, F Milletari, N Navab, SA Ahmadi

2016

Revisiting Deep Convolutional Neural Networks for RGBD Based Object Recognition 
L Madai

2016

Classification in Bone Scintigraphy Images Using Convolutional Neural Networks 
J Dang

2016

DeepPainter: Painter Classification Using Deep Convolutional Autoencoders 
OE David, NS Netanyahu

2016

The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks 
T Hinz, P Barros, S Wermter

2016

Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time Warping 
B Wicht, A Fischer, J Hennebert

2016

Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks 
A Mousavian, H Pirsiavash, J Kosecka

2016

Once for All: a Twoflow Convolutional Neural Network for Visual Tracking 
K Chen, W Tao

2016

FaceHunter: A multitask convolutional neural network based face detector 
D Wang, J Yang, J Deng, Q Liu

2016

Convolutional TwoStream Network Fusion for Video Action Recognition 
C Feichtenhofer, A Pinz, A Zisserman

2016

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection 
N Takahashi, M Gygli, B Pfister, L Van Gool

2016

DNA Sequence Classification by Convolutional Neural Network 
NG Nguyen, VA Tran, DL Ngo, D Phan, FR Lumbanraja

2016

Refining Architectures of Deep Convolutional Neural Networks 
S Shankar, D Robertson, Y Ioannou, A Criminisi

2016

Siamese convolutional networks based on phonetic features for cognate identification 
T Rama

2016

Hierarchical Interlinked Multiscale Convolutional Network for Image Parsing 
Q Yin, Z Cao, Y Zhou

2016

The Precise Vehicle Retrieval in Traffic Surveillance with Deep Convolutional Neural Networks 
B Su, J Shao, J Zhou, X Zhang, L Mei, C Hu

2016

Image Colorization Using a Deep Convolutional Neural Network 
T Nguyen, K Mori, R Thawonmas

2016

Food Image Recognition Using Very Deep Convolutional Networks 
H Hassannejad, G Matrella, P Ciampolini, I De Munari

2016

Growing Random Forest on Deep Convolutional Neural Networks for Scene Categorization 
S Bai

2016

A novel training algorithm for convolutional neural network 
A Anuse, V Vyas

2016

SemiSupervised Classification with Graph Convolutional Networks 
TN Kipf, M Welling

2016

A MultiScale Cascade Fully Convolutional Network Face Detector 
Z Yang, R Nevatia

2016

Convolutional Neural Networks for Hyperspectral Image Classification 
S Yu, S Jia, C Xu

2016

Sensorbased Gait Parameter Extraction with Deep Convolutional Neural Networks 
J Hannink, T Kautz, CF Pasluosta, J Klucken

2016

Parallelizing Convolutional Neural Networks for Action Event Recognition in Surveillance Videos 
Q Wang, J Zhao, D Gong, Y Shen, M Li, Y Lei

2016

DeepTLR: A single deep convolutional network for detection and classification of traffic lights 
M Weber, P Wolf, JM Zöllner

2016

Image Colorization Using Convolutional Neural Network 
Y Zhao, D Xu, Y Zhang

2016

Convolutional Neural Network for 3D object recognition using volumetric representation 
X Xu, A Dehghani, D Corrigan, S Caulfield, D Moloney

2016

Space Object classification using deep Convolutional Neural Networks 
R Linares, R Furfaro

2016

Thermal face recognition using convolutional neural network 
Z Wu, M Peng, T Chen

2016

Layerwise ClassAware Convolutional Neural Network 
Z Cui, Z Niu, L Liu, S Yan

2016

The neuro vector engine: Flexibility to improve convolutional net efficiency for wearable vision 
M Peemen, R Shi, S Lal, B Juurlink, B Mesman

2016

Compression Artifacts Removal Using Convolutional Neural Networks 
P Svoboda, M Hradis, D Barina, P Zemcik

2016

Microscopy cell counting and detection with fully convolutional regression networks 
W Xie, JA Noble, A Zisserman

2016

Face Alignment by Deep Convolutional Network with Adaptive Learning Rate 
Z Shao, S Ding, H Zhu, C Wang, L Ma

2016

Optimizing convolutional neural networks on embedded platforms with OpenCL 
A Lokhmotov, G Fursin

2016

Suggesting Moving Positions in GoGame with Convolutional Neural Networks Trained Data 
HH Duc, L Jihoon, J Keechul

2016

Photograph aesthetical evaluation and classification with Deep Convolutional Neural Networks 
Y Tan, P Tang, Y Zhou, W Luo, Y Kang, G Li

2016

BioInspired Spiking Convolutional Neural Network using Layerwise Sparse Coding and STDP Learning 
A Tavanaei, AS Maida

2016

Deep Convolutional Neural Network for 6DOF Image Localization 
D Jia, Y Su, C Li

2016

Ultimate tensorization: compressing convolutional and FC layers alike 
T Garipov, D Podoprikhin, A Novikov, D Vetrov

2016

Audio Deepdream: Optimizing Raw Audio With Convolutional Networks. 
D Ardila, C Resnick, A Roberts, D Eck

2016

Efficient object detection using convolutional neural networkbased hierarchical feature modeling 
B Lee, E Erdenee, S Jin, PK Rhee

2016

Finetuning deep convolutional neural networks for distinguishing illustrations from photographs 
G Gando, T Yamada, H Sato, S Oyama, M Kurihara

2016

Deep learning with convolutional neural networks: a resource for the control of robotic prosthetic hands via electromyography 
M Atzori, M Cognolato, H Müller

2016

AUCpreD: proteomelevel protein disorder prediction by AUCmaximized deep convolutional neural fields 
S Wang, J Ma, J Xu

2016

FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics 
TM Quan, DGC Hilderbrand, WK Jeong

2016

Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks 
AR Ismail, AZ Abdullah

2016

Shorttime activity recognition with wearable sensors using convolutional neural network 
M Sheng, J Jiang, B Su, Q Tang, AA Yahya, G Wang

2016

Dense semantic labeling of subdecimeter resolution images with convolutional neural networks 
M Volpi, D Tuia

2016

Image classification based on convolutional neural networks with crosslevel strategy 
Y Liu, B Yin, J Yu, Z Wang

2016

Face Recognition Using Scattering Convolutional Network 
S Minaee, A Abdolrashidi, Y Wang

2016

DUTIR in BioNLPST 2016: Utilizing Convolutional Network and Distributed Representation to Extract Complicate Relations 
H Li, J Zhang, J Wang, H Lin, Z Yang

2016

Image Prediction for Limitedangle Tomography via Deep Learning with Convolutional Neural Network 
H Zhang, L Li, K Qiao, L Wang, B Yan, L Li, G Hu

2016

Fully Convolutional Neural Networks For Remote Sensing Image Classification 
E Maggiori, Y Tarabalka, G Charpiat, P Alliez

2016

Speeding up Convolutional Neural Network Training with Dynamic Precision Scaling and Flexible MultiplierAccumulator 
T Na, S Mukhopadhyay

2016

Domain Wall Memory based Convolutional Neural Networks for Bitwidth Extendability and EnergyEfficiency 
J Chung, J Park, S Ghosh

2016

Architecture of Emotion in Robots Using Convolutional Neural Networks 
M Ghayoumi, AK Bansal

2016

Automatic Recommendation Technology for Learning Resources with Convolutional Neural Network 
X Shen, B Yi, Z Zhang, J Shu, H Liu

2016

Classification of Malignancy of Lung Nodules in CT Images Using Convolutional Neural Network 
GLF da Silva, AC Silva, AC de Paiva, M Gattass

2016

Largescale Continuous Gesture Recognition Using Convolutional Neutral Networks 
P Wang, W Li, S Liu, Y Zhang, Z Gao, P Ogunbona

2016

Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations 
FJ Ordonez Morales, D Roggen

2016

Digital mammographic tumor classification using transfer learning from deep convolutional neural networks 
BQ Huynh, H Li, ML Giger

2016

Contextaware Deep Convolutional Neural Networks for Industrial Inspection 
D Weimer, AY Benggolo, M Freitag

2016

Dcase 2016 Acoustic Scene Classification Using Convolutional Neural Networks 
M Valenti, A Diment, G Parascandolo, S Squartini

2016

CrowdNet: A Deep Convolutional Network for Dense Crowd Counting 
L Boominathan, SSS Kruthiventi, RV Babu

2016

Convolutional Network for Attributedriven and Identitypreserving Human Face Generation 
M Li, W Zuo, D Zhang

2016

Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks 
M Engelcke, D Rao, DZ Wang, CH Tong, I Posner

2016

Is the deconvolution layer the same as a convolutional layer? 
W Shi, J Caballero, L Theis, F Huszar, A Aitken

2016

A Fully Convolutional Neural Network for Speech Enhancement 
SR Park, J Lee

2016

Melanoma Detection by Analysis of Clinical Images Using Convolutional Neural Network 
E Nasr

2016

Convolutional Neural Networks for LargeScale Remote Sensing Image Classification 
E Maggiori, Y Tarabalka, G Charpiat, P Alliez

2016

Robot grasp detection using multimodal deep convolutional neural networks 
Z Wang, Z Li, B Wang, H Liu

2016

Improved Aircraft Recognition for Aerial Refueling Through Data Augmentation in Convolutional Neural Networks 
R Mash, B Borghetti, J Pecarina

2016

SemanticBased Brain MRI Image Segmentation Using Convolutional Neural Network 
Y Chou, DJ Lee, D Zhang

2016

Animal Identification in Low Quality CameraTrap Images Using Very Deep Convolutional Neural Networks and Confidence Thresholds 
A Gomez, G Diez, A Salazar, A Diaz

2016

Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks 
Y Fu, J Fang, B Quachtran, N Chachkhiani, F Scalzo

2016

Convolutional Neural Networks Applied for Parkinson's Disease Identification 
CR Pereira, DR Pereira, JP Papa, GH Rosa, XS Yang

2016

Convolutional Neural Networks for Pose Recognition in Binary Omnidirectional Images 
SV Georgakopoulos, K Kottari, K Delibasis

2016

Convolutional Matrix Factorization for Document ContextAware Recommendation 
D Kim, C Park, J Oh, S Lee, H Yu

2016

3D Object Recognition with Convolutional Neural Network 
A Garcia

2016

Learned Convolutional Denoising 
D Bodington

2016

Intrinsic Image Decomposition Using Deep Convolutional Networks 
M Vitelli

2016

Object Contour Detection with a Fully Convolutional EncoderDecoder Network 
J Yang, B Price, S Cohen, H Lee, MH Yang

2016

Measuring Customer Behavior with Deep Convolutional Neural Networks 
V Albu

2016

Upright Orientation of 3D Shapes with Convolutional Networks 
Z Liu, J Zhang, L Liu

2016

Efficient forward propagation of timesequences in convolutional neural networks using Deep Shifting 
K Groenland, S Bohte

2016

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images 
D Maji, A Santara, P Mitra, D Sheet

2016

Multitask deep convolutional neural networks for efficient and robust traffic lane detection 
X Mei, DV Prokhorov, J Li, D Tao

2016

Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network 
T He, W Huang, Y Qiao, J Yao

2016

Palmprint Recognition Using Deep Scattering Convolutional Network 
S Minaee, Y Wang

2016

Image Denoising Using Very Deep Fully Convolutional EncoderDecoder Networks with Symmetric Skip Connections 
XJ Mao, C Shen, YB Yang

2016

Robust Downbeat Tracking Using an Ensemble of Convolutional Networks 
S Durand, JP Bello, B David, G Richard

2016

Improving the performance of pedestrian detectors using convolutional learning 
D Ribeiro, JC Nascimento, A Bernardino, G Carneiro

2016

Multicrop Convolutional Neural Networks for Lung Nodule Malignancy Suspiciousness Classification 
W Shen, M Zhou, F Yang, D Yu, D Dong, C Yang

2016

Steganalysis via a Convolutional Neural Network using Large Convolution Filters 
JF Couchot, R Couturier, C Guyeux, M Salomon

2016

AttentionBased Convolutional Neural Network for Machine Comprehension 
W Yin, S Ebert, H Schütze

2016

Pattern Recognition: Invariance Learning in Convolutional Auto Encoder Network 
OK Oyedotun, K Dimililer

2016

Incorporating Image Priors with Deep Convolutional Neural Networks for Image SuperResolution 
Y Liang, J Wang, S Zhou, Y Gong, N Zheng

2016

MicroDoppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks 
J Park, RJ Javier, T Moon, Y Kim

2016

Fully Convolutional Instanceaware Semantic Segmentation 
Y Li, H Qi, J Dai, X Ji, Y Wei

2016

Automatic abdominal multiorgan segmentation using deep convolutional neural network and timeimplicit level sets 
P Hu, F Wu, J Peng, Y Bao, F Chen, D Kong

2016

Smile detection in the wild with deep convolutional neural networks 
J Chen, Q Ou, Z Chi, H Fu

2016

MaxPooling Convolutional Neural Network for Chinese Digital Gesture Recognition 
Z Qian, L Yawei, Z Mengyu, Y Yuliang, X Ling

2016

A Novel Method for Scene Classification Feeding MidLevel Image Patch to Convolutional Neural Networks 
F Yang, J Yang, Y Wang, G Zhang

2016

ZNN i: maximizing the inference throughput of 3D convolutional networks on CPUs and GPUs 
A Zlateski, K Lee, HS Seung

2016

Videobased convolutional neural networks for activity recognition from robotcentric videos 
MS Ryoo, L Matthies

2016

Ceci n'est pas une pipe: A Deep Convolutional Network for Fineart Paintings Classification 
WR Tan, CS Chan, HE Aguirre, K Tanaka

2016

Deep Convolutional Neural Networks for MicroscopyBased Point of Care Diagnostics 
JA Quinn, R Nakasi, PKB Mugagga, P Byanyima

2016

Improvements to Tracking Pedestrians in Video Streams Using a Pretrained Convolutional Neural Network 
M Ramin

2016

Comprehensive Evaluation of OpenCLbased Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs 
R Tapiador, A Rios

2016

Radio Frequency Interference mitigation using deep convolutional neural networks 
J Akeret, C Chang, A Lucchi, A Refregier

2016

Prognostics of Combustion Instabilities from Hispeed Flame Video using A Deep Convolutional Selective Autoencoder 
A Akintayo, KG Lore, S Sarkar, S Sarkar

2016

Master thesis project Modeling of gene expression from DNA sequence by convolutional network Gagneur lab Professor for Computational Biology, TU München 
J Gagneur

2016

Garments Texture Design Class Identification Using Deep Convolutional Neural Network 
SMS Islam, EK Dey, MNA Tawhid, BMM Hossain

2016

Latent fingerprint minutia extraction using fully convolutional network 
Y Tang, F Gao, J Feng

2015

Longitudinal Multiple Sclerosis Lesion Segmentation Using 3D Convolutional Neural Networks 
S Vaidya, A Chunduru, R Muthuganapathy

2015

Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification 
Y Zheng, Q Liu, E Chen, JL Zhao, L He, G Lv

2015

Offline Writer Identification Using Convolutional Neural Network Activation Features 
V Christlein, D Bernecker, A Maier, E Angelopoulou

2015

Image Orientation Estimation with Convolutional Networks 
P Fischer, A Dosovitskiy, T Brox

2015

Strategies for Conceptual Change in Convolutional Neural Networks 
M Grachten, CEC Chacón

2015

Convolutional Neural Networks for Multimedia Sentiment Analysis 
G Cai, B Xia

2015

Automatic classification of pulmonary perifissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network outofthebox 
F Ciompi, B de Hoop, SJ van Riel, K Chung

2015

Convolutional Neural Networks for Direct Text Deblurring 
M Hradiš, J Kotera, P Zemcík, F Šroubek

2015

Automatic Detection of Multiple Organs Using Convolutional Neural Networks 
E Cole, S Hussein

2015

Hierarchical Convolutional Neural Network for Face Detection 
D Wang, J Yang, J Deng, Q Liu

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Cattle Race Classification Using Gray Level Cooccurrence Matrix Convolutional Neural Networks 
MM Santoni, DI Sensuse, AM Arymurthy, MI Fanany

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Classification of Spatial Audio Location and Content Using Convolutional Neural Networks 
T Hirvonen

2015

Multiclass classification based on a deep convolutional network for head pose estimation 
CAI Ying, M YANG, LI Jun

2015

Weaklyand SemiSupervised Learning of a Deep Convolutional Network for Semantic Image Segmentation 
G Papandreou, LC Chen, K Murphy, AL Yuille

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A PCABased Convolutional Network 
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Deep convolutional neural networks for ATR from SAR imagery 
DAE Morgan

2015

A New Multichannels Sequence Recognition Framework Using Deep Convolutional Neural Network 
R Zhang, C Li, D Jia

2015

When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition 
G Hu, Y Yang, D Yi, J Kittler, W Christmas, SZ Li

2015

Facial Point Detection Using Convolutional Neural Network Transferred From A Heterogeneous Task 
T Yamashita, T Watasue, Y Yamauchi, H Fujiyoshi

2015

HighResolution SAR Image Classification via Deep Convolutional Autoencoders 
J Geng, J Fan, H Wang, X Ma, B Li, F Chen

2015

Human Action Recognition using Factorized SpatioTemporal Convolutional Networks 
L Sun, K Jia, DY Yeung, BE Shi

2015

ZNNA Fast and Scalable Algorithm for Training 3D Convolutional Networks on MultiCore and ManyCore Shared Memory Machines 
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2015

Deep Learning for Computer Vision: A comparison between Convolutional Neural Networks and Hierarchical Temporal Memories on object recognition tasks 
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Localization of Humans in Images Using Convolutional Networks 
JJR Tompson

2015

Predicting Images using Convolutional Networks: Visual Scene Understanding with Pixel Maps 
D Eigen

2015

Modeling the intronic regulation of Alternative Splicing using Deep Convolutional Neural Nets 
J Linder

2015

Soft sensor modeling of mill level based on convolutional neural network 
J Wei, L Guo, X Xu, G Yan

2015

Bottomup and topdown reasoning with convolutional latentvariable models 
P Hu, D Ramanan

2015

Sketchbased 3D Shape Retrieval using Convolutional Neural Networks 
F Wang, L Kang, Y Li

2015

Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction 
Y Zhang, K Sohn, R Villegas, G Pan, H Lee

2015

Learning to Compare Image Patches via Convolutional Neural Networks 
S Zagoruyko, N Komodakis

2015

A Convolutional Neural Network Cascade for Face Detection 
H Li, Z Lin, X Shen, J Brandt, G Hua

2015

Facial Expression Recognition Using Kinect Depth Sensor and Convolutional Neural Networks 
EP Ijjina, CK Mohan

2015

Multiview Face Detection Using Deep Convolutional Neural Networks 
SS Farfade, M Saberian, LJ Li

2015

Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network 
HR Roth, J Yao, L Lu, J Stieger, JE Burns

2015

Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks 
A Payan, G Montana

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Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks 
EP Ijjina, CK Mohan

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DeepOrgan: Multilevel Deep Convolutional Networks for Automated Pancreas Segmentation 
HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey

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A Facial Expression Recognition System Using Convolutional Networks 
AT Lopes, E de Aguiar, T Oliveira

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Multiscale Convolutional Neural Networks for Lung Nodule Classification 
W Shen, M Zhou, F Yang, C Yang, J Tian

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An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation 
X Wu

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Learning features from Improved Dense Trajectories using deep convolutional networks for Human Activity Recognition 
S Muralidharan, BC Burnaby, M Javan, QC Montreal

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A Reliable Distributed Convolutional Neural Network for Biology Image Segmentation 
X Zhang, G Tan, M Chen

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Multifacet Learning using Deep Convolutional Neural Network for PersonRelated Categories in Photos 
L Cao, Z Yan, JR Smith

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Inverting Convolutional Networks with Convolutional Networks 
A Dosovitskiy, T Brox

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An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation 
M Lyksborg, O Puonti, M Agn, R Larsen

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Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference 
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Accelerating realtime embedded scene labeling with convolutional networks 
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SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet 
L Zhang, D Zhang

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VoxNet: A 3D Convolutional Neural Network for RealTime Object Recognition 
D Maturana, S Scherer

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Pedestrian Detection Using Convolutional Neural Networks 
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Phone recognition with hierarchical convolutional deep maxout networks 
L Tóth

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Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses 
D Higgins, L Chen, M Heilman, K Zechner, N Madnani

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Simultaneous classification of several features of a person's appearance using a deep convolutional neural network 
AI Kukharenko, AS Konushin

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A Generative Model for Deep Convolutional Learning 
Y Pu, X Yuan, L Carin

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Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition 
B Liu, J Liu, J Wang, H Lu

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Hand Segmentation with Structured Convolutional Learning 
N Neverova, C Wolf, GW Taylor, F Nebout

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Large scale crowd analysis based on convolutional neural network 
L Cao, X Zhang, W Ren, K Huang

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Image Classification Using Convolutional Neural Networks With Multistage Feature 
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Deep Convolutional Neural Networks for Smile Recognition 
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Convolutional deeplearning artificial neural networks 
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Pedestrian detection based on deep convolutional neural network with ensemble inference network 
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Deep Convolutional Networks are Hierarchical Kernel Machines 
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Initialization Strategies of SpatioTemporal Convolutional Neural Networks 
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Probabilistic BinaryMask CocktailParty Source Separation in a Convolutional Deep Neural Network 
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Local Convolutional Features with Unsupervised Training for Image Retrieval 
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Scene Classification via a Gradient Boosting Random Convolutional Network Framework 
F Zhang, B Du, L Zhang

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SegNet: A Deep Convolutional EncoderDecoder Architecture for Image Segmentation 
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MultiScale Convolutional Architecture for Semantic Segmentation 
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Gearbox Fault Identification and Classification with Convolutional Neural Networks 
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Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning 
Y Song, L Zhang, S Chen, D Ni, B Lei, T Wang

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The Kinetic Energy of Hydrocarbons as a Function of Electron Density and Convolutional Neural Networks 
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Scalable MultiNeighborhood Learning For Convolutional Networks 
E Barshan, P Fieguth, A Wong

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Action Recognition From Depth Maps Using Deep Convolutional Neural Networks 
P Wang, W Li, Z Gao, J Zhang, C Tang, PO Ogunbona

2015

Vehicle Color Recognition in The Surveillance with Deep Convolutional Neural Networks 
B Su, J Shao, J Zhou, X Zhang, L Mei

2015

A method for medulloblastoma tumor differentiation based on convolutional neural networks and transfer learning 
A Cruz

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A Reranking Model for Dependency Parser with Recursive Convolutional Neural Network 
C Zhu, X Qiu, X Chen, X Huang

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Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking 
TH Wen, M Gašic, D Kim, N Mrkšic, PH Su, D Vandyke

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DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for LargeScale Unconstrained Handwritten Chinese Character Recognition 
W Yang, L Jin, D Tao, Z Xie, Z Feng

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Reducing weight precision of convolutional neural networks towards largescale onchip image recognition 
Z Ji, I Ovsiannikov, Y Wang, L Shi, Q Zhang

2015

Deep convolutional neural networks for classifying GPR Bscans 
LE Besaw, PJ Stimac

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Origami: A Convolutional Network Accelerator 
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Convolutional Neural Networks for Correcting English Article Errors 
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AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structurebased Drug Discovery 
I Wallach, M Dzamba, A Heifets

2015

Deep convolutional neural networks for pedestrian detection 
D Tomè, F Monti, L Baroffio, L Bondi, M Tagliasacchi

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DeepChart: Combining Deep Convolutional Networks and Deep Belief Networks in Chart Classification 
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A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks 
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Human arm pose modeling with learned features using joint convolutional neural network 
C Li, NHC Yung, EY Lam

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Pedestrian detection in thermal images using adaptive fuzzy Cmeans clustering and convolutional neural networks 
V John, S Mita, Z Liu, B Qi

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FineTuning Convolutional Neural Networks Using Harmony Search 
G Rosa, J Papa, A Marana, W Scheirer, D Cox

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Nonlinear Metric Learning with Deep Convolutional Neural Network for Face Verification 
R Huang, F Lang, C Shu

2015

BoostingLike Deep Convolutional Network for Pedestrian Detection 
L Wang, B Zhang, W Yang

2015

Driving posture recognition by convolutional neural networks 
C Yan, F Coenen, B Zhang

2015

Learning The Structure of Deep Convolutional Networks 
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2015

Deep convolutional architecture for natural image denoising 
X Wang, Q Tao, L Wang, D Li, M Zhang

2015

Convolutional Monte Carlo Rollouts in Go 
PH Jin, K Keutzer

2015

Soccer Jersey Number Recognition Using Convolutional Neural Networks 
S Gerke, K Muller, R Schafer

2015

Human Parsing With Contextualized Convolutional Neural Network 
X Liang, C Xu, X Shen, J Yang, S Liu, J Tang, L Lin

2015

Learning a Deep Convolutional Network for LightField Image SuperResolution 
Y Yoon, HG Jeon, D Yoo, JY Lee, I Kweon

2015

PoseNet: A Convolutional Network for RealTime 6DOF Camera Relocalization 
A Kendall, M Grimes, R Cipolla

2015

CrossLayer Features In Convolutional Neural Networks For Generic Classification Tasks 
KC Peng, T Chen

2015

Modeling Long Temporal Contexts In Convolutional Neural NetworkBased Phone Recognition 
L Tóth

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Transferring Deep Convolutional Neural Networks for the Scene Classification of HighResolution Remote Sensing Imagery 
F Hu, GS Xia, J Hu, L Zhang

2015

Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism 
NM Rad, A Bizzego, SM Kia, G Jurman, P Venuti

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Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks 
A Dosovitskiy, P Fischer, J Springenberg, M Riedmiller

2015

Age and Gender Classification using Convolutional Neural Networks 
G Levi, T Hassner

2015

Fast crowd density estimation with convolutional neural networks 
M Fu, P Xu, X Li, Q Liu, M Ye, C Zhu

2015

NonLinear Text Regression with a Deep Convolutional Neural Network 
Z Bitvai, T Cohn

2015

Robust Tracking via Convolutional Networks without Learning 
K Zhang, Q Liu, Y Wu, MH Yang

2015

Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences 
P Wang, W Li, Z Gao, J Zhang, C Tang, P Ogunbona

2015

Interlinked Convolutional Neural Networks for Face Parsing 
Y Zhou, X Hu, B Zhang

2015

Aerial Scene Classification with Convolutional Neural Networks 
S Jia, H Liu, F Sun

2015

SACNN: Dynamic Scene Classification using Convolutional Neural Networks 
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Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets 
J Liu, K Zhao, B Kusy, J Wen, R Jurdak

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An Efficient and Effective Convolutional AutoEncoder Extreme Learning Machine Network for 3D Feature Learning 
Y Wang, Z Xie, K Xu, Y Dou, Y Lei

2015

Spectral classification using convolutional neural networks 
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Convolutional Data: Towards Deep Audio Learning from Big Data 
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Denoising Convolutional Autoencoders for Noisy Speech Recognition 
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2015

Convolutional Networks in Scene Labelling 
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2015

Deep Convolutional Network for Handwritten Chinese Character Recognition 
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2015

Plankton Classification Using Hybrid Convolutional NetworkRandom Forests Architectures 
P Jindal, R Mundra

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CS231N Course Project Report Classifying Shadowgraph Images of Planktons Using Convolutional Neural Networks 
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Monza: Image Classification of Vehicle Make and Model Using Convolutional Neural Networks and Transfer Learning 
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2015

Learning visual odometry with a convolutional network 
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A theoretical argument for complexvalued convolutional networks 
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Deep Convolutional Inverse Graphics Network 
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Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns 
G Levi, T Hassner

2015

Improving Performance of Convolutional Neural Networks by Separable Filters on GPU 
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2015

A Study of General FineGrained Classification with Deep Convolutional Neural Networks 
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2015

Land Use Classification in Remote Sensing Images by Convolutional Neural Networks 
M Castelluccio, G Poggi, C Sansone, L Verdoliva

2015

Timeseries modeling with undecimated fully convolutional neural networks 
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2015

Convolutional deep learning for 3D object retrieval 
W Nie, Q Cao, A Liu, Y Su

2015

An Ensemble Convolutional Echo State Networks for Facial Expression Recognition 
G Wen, H Li, D Li

2015

Cascade Of Classifiers Based On Binary, NonBinary And Deep Convolutional Network Descriptors For Video Concept Detection 
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2015

Finetuning a Convolutional Network for Cultural Even Recognition 
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Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks 
Z Wang, T Oates

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Effective Facial Expression Recognition via the Boosted Convolutional Neural Network 
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Convolutional Neural Networks for Clothes Categories 
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Deep Convolutional Neural Networks for Hyperspectral Image Classification 
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2015

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Quantized Convolutional Neural Networks for Mobile Devices 
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N Cai, Z Su, Z Lin, H Wang, Z Yang, BWK Ling

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A taxonomy of Deep Convolutional Neural Nets for Computer Vision 
S Srinivas, RK Sarvadevabhatla, KR Mopuri, N Prabhu

2015

Learning Deep Convolutional Neural Networks for Places2 Scene Recognition 
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2015

Mixed handwritten and printed digit recognition in Sudoku with Convolutional Deep Belief Network 
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2015

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2015

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2015

Twitter Sentiment Analysis Using Deep Convolutional Neural Network 
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Regionbased Convolutional Networks for Accurate Object Detection and Segmentation 
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Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation 
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2015

MultiScale Pyramid Pooling for Deep Convolutional Representation 
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SegNet: A Deep Convolutional EncoderDecoder Architecture for Robust Semantic PixelWise Labelling 
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2015

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LA Gatys, AS Ecker, M Bethge

2015

The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization 
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DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System 
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Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation 
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2015

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2015

Classifying Digestive Organs in Wireless Capsule Endoscopy Images Based on Deep Convolutional Neural Network 
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2015

DeepCNFD: Predicting Protein Order/Disorder Regions by Weighted Deep Convolutional Neural Fields 
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2015

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2015

Microscopy Cell Counting with Fully Convolutional Regression Networks 
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2015

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2015

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2015

Teaching iCub to recognize objects using deep Convolutional Neural Networks 
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2015

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DeXpression: Deep Convolutional Neural Network for Expression Recognition 
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Kernelized Deep Convolutional Neural Network for Describing Complex Images 
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2015

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2015

Predicting and Understanding Urban Perception with Convolutional Neural Networks 
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2015

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2015

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2015

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2015

Deep Convolutional Neural Networks for Brain Computer Interface using Motor Imagery 
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2015

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Adaptive Cascade Deep Convolutional Neural Networks for Face Alignment 
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UNet: Convolutional Networks for Biomedical Image Segmentation 
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2015

EndtoEnd PhotoSketch Generation via Fully Convolutional Representation Learning 
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ShapeNet: Convolutional Neural Networks on NonEuclidean Manifolds 
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CNNTracker: Online Discriminative Object Tracking via Deep Convolutional Neural Network 
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2015

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2015

From Pixels to Torques: Policy Learning using Deep Dynamical Convolutional Networks 
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JG Zilly, JM Buhmann, D Mahapatra

2015

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2015

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2015

Convolutional Feature Learning and Hybrid CNNHMM Model for Scene Number Recognition 
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2015

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Y Huang, R Wu, Y Sun, W Wang, X Ding

2015

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2015

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation 
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2015

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UCTEnhanced Deep Convolutional Neural Network for Move Recommendation in Go 
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J Huang, W Zhou, H Li, W Li

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Y Cao, R Xu, T Chen

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Convolutional Neural Network for MultiCategory Rapid Serial Visual Presentation BCI 
R Manor, A Geva

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Temporal Convolutional Neural Networks for Diagnosis from Lab Tests 
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FlowNet: Learning Optical Flow with Convolutional Networks 
P Fischer, A Dosovitskiy, E Ilg, P Häusser, C Hazırbaş

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2015

CrossLevel: A Practical Strategy for Convolutional Neural Networks Based Image Classification 
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HA Perlin, HS Lopes

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Learning Deep State Representations With Convolutional Autoencoders 
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Deep Convolutional Neural Networks for MultiModality Isointense Infant Brain Image Segmentation 
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2015

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2015

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X Ren, K Chen, X Yang, Y Zhou, J He, J Sun

2015

Head detection based on convolutional neural network with multistage weighted feature 
T Rui, J Fei, P Cui, Y Zhou, H Fang

2015

StixelNet: A Deep Convolutional Network for Obstacle Detection and Road Segmentation 
D Levi, N Garnett, E Fetaya, I Herzlyia, I Rehovot

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Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach 
M Fire, J Schler

2015

Hyperparameter search for deep convolutional neural network using effect factors 
Z Li, L Jin, C Yang, Z Zhong

2015

Natural scene recognition based on Convolutional Neural Networks and Deep Boltzmannn Machines 
J Gao, J Yang, J Zhang, M Li

2015

Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network 
AJR Simpson, G Roma, MD Plumbley

2015

Convolutional Neural NetworkBased Image Representation for Visual Loop Closure Detection 
Y Hou, H Zhang, S Zhou

2015

Deep learning for steganalysis via convolutional neural networks 
Y Qian, J Dong, W Wang, T Tan

2015

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation 
J Dai, K He, J Sun

2015

Discovering Characteristic Landmarks on Ancient Coins using Convolutional Networks 
J Kim, V Pavlovic

2015

Scaleinvariant learning and convolutional networks 
S Chintala, MA Ranzato, A Szlam, Y Tian, M Tygert

2015

DeepPlant: Plant Identification with convolutional neural networks 
SH Lee, CS Chan, P Wilkin, P Remagnino

2015

Convolutional Fusion Network for Face Verification in the Wild 
C Xiong, L Liu, X Zhao, S Yan, TK Kim

2015

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields 
F Liu, C Shen, G Lin, I Reid

2015

Optimizing FPGAbased Accelerator Design for Deep Convolutional Neural Networks 
C Zhang, P Li, G Sun, Y Guan, B Xiao, J Cong

2015

Convolutional PseudoPrior for Structured Labeling 
S Xie, X Huang, Z Tu

2015

Convolutional Neural Networks over Tree Structures for Programming Language Processing 
L Mou, G Li, L Zhang, T Wang, Z Jin

2015

Learning Highlevel Prior with Convolutional Neural Networks for Semantic Segmentation 
H Zheng, Y Liu, M Ji, F Wu, L Fang

2015

Fixed Point Quantization of Deep Convolutional Networks 
DD Lin, SS Talathi, VS Annapureddy

2015

Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks 
W Li, F Jia, Q Hu

2015

DenseCap: Fully Convolutional Localization Networks for Dense Captioning 
J Johnson, A Karpathy, L Fei

2015

Delving Deeper into Convolutional Networks for Learning Video Representations 
N Ballas, L Yao, C Pal, A Courville

2015

Singleview to Multiview: Reconstructing Unseen Views with a Convolutional Network 
M Tatarchenko, A Dosovitskiy, T Brox

2015

3D Convolutional Neural Networks for Landing Zone Detection from LiDAR 
D Maturana, S Scherer

2015

Sign language recognition using convolutional neural networks 
L Pigou, S Dieleman, PJ Kindermans, B Schrauwen

2015

When Na\" ive Bayes Nearest Neighbours Meet Convolutional Neural Networks 
I Kuzborskij, FM Carlucci, B Caputo

2015

Deep Remix: Remixing Musical Mixtures Using a Convolutional Deep Neural Network 
AJR Simpson, G Roma, MD Plumbley

2015

ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks 
F Visin, K Kastner, K Cho, M Matteucci, A Courville

2015

Empirical Evaluation of Rectified Activations in Convolutional Network 
B Xu, N Wang, T Chen, M Li

2015

Musical notes classification with Neuromorphic Auditory System using FPGA and a Convolutional Spiking Network 
E Cerezuela

2015

Multiview Convolutional Neural Networks for 3D Shape Recognition 
H Su, S Maji, E Kalogerakis, E Learned

2015

Enhanced Image Classification With a FastLearning Shallow Convolutional Neural Network 
MD McDonnell, T Vladusich

2015

Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos 
T Pfister, K Simonyan, J Charles, A Zisserman

2015

Learning HigherLevel Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis 
T Huynh, Y He, S Rüger

2015

Domain adaption of vehicle detector based on convolutional neural networks 
X Li, M Ye, M Fu, P Xu, T Li

2015

Accelerating Very Deep Convolutional Networks for Classification and Detection 
X Zhang, J Zou, K He, J Sun

2015

Expresso: A userfriendly GUI for designing, training and using Convolutional Neural Networks 
JH Dholakiya, RK Sarvadevabhatla, RV Babu

2015

Multiple deep convolutional neural networks averaging for face alignment 
S Zhang, H Yang, Z Yin

2015

Cannet: Context Aware Nonlocal Convolutional Networks For Semantic Image Segmentation 
L Ran, Y Zhang

2015

Instant Learning: Parallel Deep Neural Networks and Convolutional Bootstrapping 
AJR Simpson

2015

DeepContour: A Deep Convolutional Feature Learned by Positivesharing Loss for Contour Detection draft version, CVPR2015 
W Shen, X Wang, Y Wang, X Bai, Z Zhang

2015

Rotationinvariant convolutional neural networks for galaxy morphology prediction 
S Dieleman, KW Willett, J Dambre

2015

Environmental sound classification with convolutional neural networks 
KJ Piczak

2015

Protein sequence labelling by AUCmaximized Deep Convolutional Neural Fields 
S Wang, J Ma, S Sun, J Xu

2015

Performing Highly Accurate Predictions Through Convolutional Networks for Actual Telecommunication Challenges 
J Zaratiegui, A Montoro, F Castanedo

2015

SegmentationAware Convolutional Nets 
AW Harley, KG Derpanis, I Kokkinos

2015

Accurate Image SuperResolution Using Very Deep Convolutional Networks 
J Kim, JK Lee, KM Lee

2015

DeeplyRecursive Convolutional Network for Image SuperResolution 
J Kim, JK Lee, KM Lee

2015

Trainable Convolutional Network Apparatus And Methods For Operating A Robotic Vehicle 
P O'connor, E Izhikevich

2015

Learning a Convolutional Neural Network for Nonuniform Motion Blur Removal 
J Sun, W Cao, Z Xu, J Ponce

2015

Recursive Training of 2D3D Convolutional Networks for Neuronal Boundary Prediction 
K Lee, A Zlateski, V Ashwin, HS Seung

2015

Texture Synthesis Using Convolutional Neural Networks 
L Gatys, AS Ecker, M Bethge

2015

Bidirectional Recurrent Convolutional Networks for MultiFrame SuperResolution 
Y Huang, W Wang, L Wang

2015

A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation 
N Mayer, E Ilg, P Häusser, P Fischer, D Cremers

2015

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting 
SHI Xingjian, Z Chen, H Wang, DY Yeung, W Wong

2015

Shepard Convolutional Neural Networks 
JSJ Ren, L Xu, Q Yan, W Sun

2015

Spatiotemporal feature points detection and extraction based on convolutional neural network 
C Yang, Q Liu, Y Liang

2015

A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines 
J Gao, J Yang, G Wang, M Li

2015

On The Analysis Of Deep Convolutional Neural Networks Applied To Building Detection In Satellite Images 
B KARAGÖZ

2015

Face Expression Recognition with a 2Channel Convolutional Neural Network 
D Hamester, P Barros, S Wermter

2015

The Unsupervised Hierarchical Convolutional Sparse AutoEncoder for Neuroimaging Data Classification 
X Han, Y Zhong, L He, SY Philip, L Zhang

2015

Recursive Training of 2D3D Convolutional Networks for Neuronal Boundary Detection 
K Lee, A Zlateski, A Vishwanathan, HS Seung

2015

Chart classification by combining deep convolutional networks and deep belief networks 
X Liu, B Tang, Z Wang, X Xu, S Pu, D Tao, M Song

2015

Human Detection and Activity Classification Based on MicroDoppler Signatures Using Deep Convolutional Neural Networks 
Y Kim, T Moon

2015

Mediated Experts for Deep Convolutional Networks 
S Agethen, WH Hsu

2015

Convolutional Clustering for Unsupervised Learning 
A Dundar, J Jin, E Culurciello

2015

SuperResolution with Deep Convolutional Sufficient Statistics 
J Bruna, P Sprechmann, Y LeCun

2015

Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning 
OZ Kraus, LJ Ba, B Frey

2015

Convolutional Neural Network with Biologically Inspired ON/OFF ReLU 
J Kim, S Kim, M Lee

2015

Crossdimensional Weighting for Aggregated Deep Convolutional Features 
Y Kalantidis, C Mellina, S Osindero

2015

Sparse Coral Classification Using Deep Convolutional Neural Networks 
M Elawady

2015

Deep Convolutional Neural Networks for efficient vision based tunnel inspection 
K Makantasis, E Protopapadakis, A Doulamis

2015

Pooling the Convolutional Layers in Deep ConvNets for Action Recognition 
S Zhao, Y Liu, Y Han, R Hong

2015

LOGONet: Largescale Deep Logo Detection and Brand Recognition with Deep Regionbased Convolutional Networks 
SCH Hoi, X Wu, H Liu, Y Wu, H Wang, H Xue, Q Wu

2015

Bayesian SegNet: Model Uncertainty in Deep Convolutional EncoderDecoder Architectures for Scene Understanding 
A Kendall, V Badrinarayanan, R Cipolla

2015

MultiObjective Convolutional Learning for Face Labeling 
S Liu, J Yang, C Huang, MH Yang

2015

Object Detection Networks on Convolutional Feature Maps 
S Ren, K He, R Girshick, X Zhang, J Sun

2015

Deep convolutional networks for pancreas segmentation in CT imaging 
HR Roth, A Farag, L Lu, EB Turkbey, RM Summers

2015

Motion Sequence Recognition with Multisensors Using Deep Convolutional Neural Network 
R Zhang, C Li

2015

Novel Convolutional Neural Networks for Deep Learning and Its Applications to General Image Classification 
PH Liu

2015

SuperCNN: A Superpixelwise Convolutional Neural Network for Salient Object Detection 
S He, RWH Lau, W Liu, Z Huang, Q Yang

2015

Predicting Deep ZeroShot Convolutional Neural Networks using Textual Descriptions 
J Ba, K Swersky, S Fidler, R Salakhutdinov

2015

Deep Convolutional Neural Networks On Multichannel Time Series For Human Activity Recognition 
JB Yang, MN Nguyen, PP San, XL Li, S Krishnaswamy

2015

Single Object Tracking with TLD, Convolutional Networks, and AdaBoost 
A Haque, F Dalvi

2015

Implementation of Training Convolutional Neural Networks 
T Liu, S Fang, Y Zhao, P Wang, J Zhang

2015

Learning to Answer Questions From Image using Convolutional Neural Network 
L Ma, Z Lu, H Li

2015

Comparing Recursive Autoencoder and Convolutional Network for PhraseLevel Sentiment Polarity Classification 
J Jurgovsky, M Granitzer

2015

DependencyBased Semantic Role Labeling using Convolutional Neural Networks 
WR Foland Jr, JH Martin

2015

Highly Accurate Food/NonFood Image Classification Based on a Deep Convolutional Neural Network 
H Kagaya, K Aizawa

2015

Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks 
S Christodoulidis, M Anthimopoulos, S Mougiakakou

2015

Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks 
M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth

2015

ThreeLabel Outdoor Scene Understanding Based on Convolutional Neural Networks 
Y Wang, Q Chen

2015

Emphysema Classification Using Convolutional Neural Networks 
X Pei

2015

Visual Tracking Based on Convolutional Deep Belief Network 
D Hu, X Zhou, J Wu

2015

On Binary Classification with SingleLayer Convolutional Neural Networks 
S Mehri

2015

Outdoor scene labeling using deep convolutional neural networks 
W Jun, Z Chaolliang, L Shirong, W Jian

2015

Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks 
Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang

2015

Vehicle detection and classification based on convolutional neural network 
D He, C Lang, S Feng, X Du, C Zhang

2015

Convolutional Networks on Graphs for Learning Molecular Fingerprints 
D Duvenaud, D Maclaurin, J Aguilera

2015

Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree 
CY Lee, PW Gallagher, Z Tu

2015

Fast Algorithms for Convolutional Neural Networks 
A Lavin

2015

Convolutional Neural Networks Features: Principal Pyramidal Convolution 
Y Guo, S Lao, Y Liu, L Bai, S Liu, MS Lew

2015

Supervised Greedy LayerWise Training for Deep Convolutional Networks with Small Datasets 
D Rueda

2015

Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation 
T Brosch, Y Yoo, LYW Tang, DKB Li, A Traboulsee

2015

Very Deep Multilingual Convolutional Neural Networks for LVCSR 
T Sercu, C Puhrsch, B Kingsbury, Y LeCun

2015

An Evolutionary Approximation to Contrastive Divergence in Convolutional Restricted Boltzmann Machines 
R MCCOPPIN

2015

Kinship Verification with Deep Convolutional Neural Networks 
K Zhang12, Y Huang, C Song, H Wu, L Wang

2014

Deep Convolutional Neural Fields for Depth Estimation from a Single Image 
F Liu, C Shen, G Lin

2014

The Application of Twolevel Attention Models in Deep Convolutional Neural Network for Finegrained Image Classification 
T Xiao, Y Xu, K Yang, J Zhang, Y Peng, Z Zhang

2014

Deep convolutional filter banks for texture recognition and segmentation 
M Cimpoi, S Maji, A Vedaldi

2014

Visual Scene Representations: Scaling and Occlusion in Convolutional Architectures 
S Soatto, J Dong, N Karianakis

2014

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs 
LC Chen, G Papandreou, I Kokkinos, K Murphy

2014

Striving for Simplicity: The All Convolutional Net 
JT Springenberg, A Dosovitskiy, T Brox, M Riedmiller

2014

Fully Convolutional MultiClass Multiple Instance Learning 
D Pathak, E Shelhamer, J Long, T Darrell

2014

Occlusion Edge Detection in RGBD Frames using Deep Convolutional Networks 
S Sarkar, V Venugopalan, K Reddy, M Giering, J Ryde

2014

Learning Compact Convolutional Neural Networks with Nested Dropout 
C Finn, LA Hendricks, T Darrell

2014

Generative Modeling of Convolutional Neural Networks 
J Dai, YN Wu

2014

Learning linearly separable features for speech recognition using convolutional neural networks 
D Palaz, MM Doss, R Collobert

2014

Distributed Asynchronous Optimization of Convolutional Neural Networks 
W Chan, I Lane, S Gradients, M Momentum, G Decay

2014

Modelling ‚Visualising and Summarising Documents with a Single Convolutional Neural Network 
N de Freitas

2014

Handwritten Hangul recognition using deep convolutional neural networks 
IJ Kim, X Xie

2014

DeepIDNet: multistage and deformable deep convolutional neural networks for object detection 
W Ouyang, P Luo, X Zeng, S Qiu, Y Tian, H Li, S Yang

2014

Weighted Convolutional Neural Network Ensemble 
X Frazao, LA Alexandre

2014

Fully Convolutional Networks for Semantic Segmentation 
J Long, E Shelhamer, T Darrell

2014

Predicting Depth, Surface Normals and Semantic Labels with a Common MultiScale Convolutional Architecture 
D Eigen, R Fergus

2014

Longterm Recurrent Convolutional Networks for Visual Recognition and Description 
J Donahue, LA Hendricks, S Guadarrama, M Rohrbach

2014

A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis 
S Chatzis

2014

Efficient Object Localization Using Convolutional Networks 
J Tompson, R Goroshin, A Jain, Y LeCun, C Bregler

2014

Fully Convolutional Neural Networks for Crowd Segmentation 
K Kang, X Wang

2014

Age Estimation by Multiscale Convolutional Network 
D Yi, Z Lei, SZ Li

2014

Convolutional Neural Networks at Constrained Time Cost 
K He, J Sun

2014

Memory Bounded Deep Convolutional Networks 
MD Collins, P Kohli

2014

Unsupervised feature learning on monaural DOA estimation using convolutional deep belief networks 
Y Chen, M Zhu, N Epain, C Jin

2014

ErrorDriven Incremental Learning in Deep Convolutional Neural Network for LargeScale Image Classification 
T Xiao, J Zhang, K Yang, Y Peng, Z Zhang

2014

Food Detection and Recognition Using Convolutional Neural Network 
H Kagaya, K Aizawa, M Ogawa

2014

DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks 
T Chen, D Borth, T Darrell, SF Chang

2014

Deep Convolutional Neural Network for Image Deconvolution 
L Xu, JSJ Ren, C Liu, J Jia

2014

A new algorithm on variablerate convolutional broadcast for network coding in cyclic networks 
Z Jin, J Huang, W Cheng, C Yang

2014

Temporal Dropout of Changes Approach to Convolutional Learning of SpatioTemporal Features 
D Culibrk, N Sebe

2014

SimNets: A Generalization of Convolutional Networks 
N Cohen, A Shashua

2014

3D object retrieval with stacked local convolutional autoencoder 
B Leng, S Guo, X Zhang, Z Xiong

2014

TBCNN: A TreeBased Convolutional Neural Network for Programming Language Processing 
L Mou, G Li, Z Jin, L Zhang, T Wang

2014

A convolutional neural network approach for face verification 
M Khalil

2014

Robotic Grasping System Using Convolutional Neural Networks 
P Bezák, YR Nikitin, P Božek

2014

Deformable Part Models are Convolutional Neural Networks 
R Girshick, F Iandola, T Darrell, J Malik

2014

Deep convolutional neural networks for largescale speech tasks 
TN Sainath, B Kingsbury, G Saon, H Soltau

2014

Learning to Generate Chairs with Convolutional Neural Networks 
A Dosovitskiy, JT Springenberg, T Brox

2014

Visual Sentiment Prediction with Deep Convolutional Neural Networks 
C Xu, S Cetintas, KC Lee, LJ Li

2014

Spiking Deep Convolutional Neural Networks for EnergyEfficient Object Recognition 
Y Cao, Y Chen, D Khosla

2014

An Efficient Implementation of Deep Convolutional Neural Networks on a Mobile Coprocessor 
J Jin, V Gokhale, A Dundar, B Krishnamurthy, B Martini

2014

Vehicle Type Classification Using SemiSupervised Convolutional Neural Network 
Z Dong, Y Wu, M Pei, Y Jia

2014

Cascaded Convolutional Neural Network for Eye Detection Under Complex Scenarios 
L Ye, M Zhu, S Xia, H Pan

2014

On Vectorization of Deep Convolutional Neural Networks for Vision Tasks 
JSJ Ren, L Xu

2014

Comparing Image Representations for Training a Convolutional Neural Network to Classify Gender 
CB Ng, YH Tay, BM Goi

2014

EndtoEnd Integration of a Convolutional Network, Deformable Parts Model and NonMaximum Suppression 
L Wan, D Eigen, R Fergus

2014

Move Evaluation In Go Using Deep Convolutional Neural Networks 
CJ Maddison, A Huang, I Sutskever, D Silver

2014

Flattened Convolutional Neural Networks for Feedforward Acceleration 
J Jin, A Dundar, E Culurciello

2014

Learning Block Group Sparse Representation Combined with Convolutional Neural Networks for RGBD Object Recognition 
S Tu, Y Xue, J Wang, X Huang, X Zhang

2014

DeepIDNet: Deformable Deep Convolutional Neural Networks for Object Detection 
W Ouyang, X Wang, X Zeng, S Qiu, P Luo, Y Tian, H Li

2014

Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification 
H Li, R Zhao, X Wang

2014

Teaching Deep Convolutional Neural Networks to Play Go 
C Clark, A Storkey

2014

RealTime Grasp Detection Using Convolutional Neural Networks 
J Redmon, A Angelova

2014

Efficient Training of Convolutional Deep Belief Networks in the Frequency Domain for Application to HighResolution 2D and 3D Images 
T Brosch, R Tam

2014

Vehicle License Plate Recognition With Random Convolutional Networks 
D Menotti, G Chiachia, AX Falcao, VJO Neto

2014

Deep Convolutional Neural Networks With An Application Towards Geospatial Object Recognition 
E BATI

2014

Effective Use of Word Order for Text Categorization with Convolutional Neural Networks 
R Johnson, T Zhang

2014

Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection 
G Papandreou, I Kokkinos, PA Savalle

2014

Periocular Recognition using Unsupervised Convolutional RBM Feature Learning 
L Nie, SZ Kumar

2014

Music Genre Classification Using Convolutional Neural Network 
Q Kong, X Feng, Y Li

2014

Raw Speech Signalbased Continuous Speech Recognition using Convolutional Neural Networks 
D Palaz, R Collobert

2014

Vehicle Type Classification Using Unsupervised Convolutional Neural Network 
Z Dong, M Pei, Y He, T Liu, Y Dong, Y Jia

2014

Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation 
Z Wu, Y Huang, Y Yu, L Wang, T Tan

2014

Learning Convolutional NonLinear Features for K Nearest Neighbor Image Classification 
W Ren, Y Yu, J Zhang, K Huang

2014

A Study on Layer Connection Strategies in Stacked Convolutional Deep Belief Networks 
L Guo, S Li, X Niu, Y Dou

2014

Part Detector Discovery in Deep Convolutional Neural Networks 
M Simon, E Rodner, J Denzler

2014

3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network 
S Li, AB Chan

2014

Convolutional Neural Networks for Human Activity Recognition using Mobile Sensors 
M Zeng, LT Nguyen, B Yu, OJ Mengshoel, J Zhu, P Wu

2014

Spatiallysparse convolutional neural networks 
B Graham

2014

Realtime continuous pose recovery of human hands using convolutional networks 
J Tompson, M Stein, Y Lecun, K Perlin

2014

Evaluating softwarebased fingerprint liveness detection using Convolutional Networks and Local Binary Patterns 
R Frassetto Nogueira, R de Alencar Lotufo

2014

Image Recognition Using Convolutional Neural Networks 
DY Amit

2014

Reading Text in the Wild with Convolutional Neural Networks 
M Jaderberg, K Simonyan, A Vedaldi, A Zisserman

2014

Convolutional Neural Network and Convex Optimization 
S Chen, Y Wang

2014

Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features 
H Wang, A Cruz

2014

Context Dependent Encoding using Convolutional Dynamic Networks 
R Chalasani, JC Principe
