Year  Title  Author 
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

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

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

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

2017

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

2017

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

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

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

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

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

2017

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

2017

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

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

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

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

2017

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

2017

Breast Density Classification with Convolutional Neural Networks 
J Wainer

2017

Text detection in natural images using convolutional neural networks 
MM Grond

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

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

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

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

2017

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

2017

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

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

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

2017

Pedestrian Movement Direction Recognition Using Convolutional Neural Networks 
A Dominguez

2017

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

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

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

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

2017

Convolutional Neural Networks for 3D MNIST Image Classification 
J Irvin

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

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

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

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

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

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

2017

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

2017

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

2017

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

2017

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

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

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

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

2017

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

2017

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

2017

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

2017

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

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

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

2017

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

2017

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

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

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

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

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

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

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

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

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

2017

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

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

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

2017

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

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

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

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

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

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

2017

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

2017

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

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

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

2017

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

2017

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

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

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

2017

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

2017

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

2017

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

2017

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

2017

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

2017

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

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

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

2017

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

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

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

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

2017

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

2017

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

2017

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

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

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

2017

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

2017

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

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

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

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

2017

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

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

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

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

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

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

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

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

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

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

2017

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

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

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

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

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

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

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

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

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

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

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

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

2017

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

2017

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

2017

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

2017

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

2017

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

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

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

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

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

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

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

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

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

2017

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

2017

Deep Convolutional Neural Networks for facial expression recognition 
A Uçar

2017

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

2017

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

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

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

2016

Vanishing point detection with convolutional neural networks 
A Borji

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

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

2016

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

2016

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

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

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

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

2016

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

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

Text/Nontext Image Classification in the Wild with Convolutional Neural Networks 
X Bai, B Shi, C Zhang, X Cai, L Qi

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

Visualization of Deep Convolutional Neural Networks 
D Li

2016

Longitudinal Multiple Sclerosis Lesion Segmentation Using Multiview Convolutional Neural Networks 
A Birenbaum, H Greenspan

2016

Fully Automating Graf's Method for DDH Diagnosis Using Deep Convolutional Neural Networks 
D Golan, Y Donner, C Mansi, J Jaremko

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

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

Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks 
B Lusch, J Weholt, PD Maia, JN Kutz

2016

Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images 
W Li, P Cao, D Zhao, J Wang

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

Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks 
F Wahlberg, W Tomas, B Anders

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

Object detection from video tubelets with convolutional neural networks 
K Kang, W Ouyang, H Li, X Wang

2016

3D Mesh Labeling via Deep Convolutional Neural Networks 
K Guo, D Zou, X Chen

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

MultiScale Convolutional Neural Networks for Time Series Classification 
Z Cui, W Chen, Y Chen

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

Knowledge Based 3d Building Model Recognition Using Convolutional Neural Networks from LIDAR and Aerial Imageries 
F Alidoost, H Arefi

2016

Fast and robust segmentation of the striatum using deep convolutional neural networks 
H Choi, KH Jin

2016

Image Copy Detection Based on Convolutional Neural Networks 
J Zhang, W Zhu, B Li, W Hu, J Yang

2016

Avian retinal photoreceptor detection and classification using Convolutional Neural Networks 
ED Collier

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

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

Robust Audio Event Recognition with 1Max Pooling Convolutional Neural Networks 
H Phan, L Hertel, M Maass, A Mertins

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

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

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

Advances in Very Deep Convolutional Neural Networks for LVCSR 
T Sercu, V Goel

2016

On Complex Valued Convolutional Neural Networks 
N Guberman

2016

Image Assessment Using Deep Convolutional Neural Networks 
Z Lin, H Jin, J Yang

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

Human action recognition using genetic algorithms and convolutional neural networks 
EP Ijjina, CK Mohan

2016

PersonNet: Person Reidentification with Deep Convolutional Neural Networks 
L Wu, C Shen, A Hengel

2016

Exploiting fully convolutional neural networks for fast road detection 
C Caio, DF Wolf

2016

A Systematic Approach to Blocking Convolutional Neural Networks 
X Yang, J Pu, BB Rister, N Bhagdikar, S Richardson

2016

A Novel GPUBased Efficient Approach for Convolutional Neural Networks with Small Filters 
W Jiang, Y Chen, H Jin, R Zheng, Y Chi

2016

Insect Classification With Heirarchical Deep Convolutional Neural Networks 
J Glick, K Miller

2016

Dense Crowd Counting from Still Images with Convolutional Neural Networks 
Y Hu, H Chang, F Nian, Y Wang, T Li

2016

Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks 
S Sarraf, G Tofighi

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

Food Image Recognition by Using Convolutional Neural Networks (CNNs) 
Y Lu

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

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

Classification of dermoscopy patterns using deep convolutional neural networks 
S Demyanov, R Chakravorty, M Abedini, A Halpern

2016

Nonuniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation 
M Ghafoorian, N Karssemeijer, T Heskes

2016

Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking 
K Tymoshenko, D Bonadiman, A Moschitti

2016

Superpixel Filtering for Mean Field Inference in CRFs Integrated with Convolutional Neural Networks 
JM Hunt

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

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

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

3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks 
X Xu, D Corrigan, A Dehghani, S Caulfield, D Moloney

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

Pretraining in convolutional neural networks 
H Liu

2016

A Novel Approach of Face Recognition using Convolutional Neural Networks 
TS AKHEEL, D JILANI

2016

FPGAbased Accelerator for Deep Convolutional Neural Networks for the SPARK Environment 
R Morcel, M Ezzeddine, H Akkary

2016

TrunkBranch Ensemble Convolutional Neural Networks for Videobased Face Recognition 
C Ding, D Tao

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

Deep Convolutional Neural Networks for Human Embryonic Cell Counting 
A Khan, S Gould, M Salzmann

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

Understanding the Effective Receptive Field in Deep Convolutional Neural Networks 
W Luo, Y Li, R Urtasun, R Zemel

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

Multimodal convolutional neural networks for road detection 
S Held, H Khelil, M Killat

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

Automated Retinopathy of Prematurity Case Detection with Convolutional Neural Networks 
DE Worrall, CM Wilson, GJ Brostow

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

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

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

Lung Nodule Detection using 3D Convolutional Neural Networks Trained on Weakly Labeled Data 
R Anirudh, JJ Thiagarajan, T Bremer, H Kim

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

Unconstrained Face Detection from a Mobile Source Using Convolutional Neural Networks 
S Chaudhry, R Chandra

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

A Table Detection Method for PDF Documents Based on Convolutional Neural Networks 
L Hao, L Gao, X Yi, Z Tang

2016

Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks 
Y Yu, H Lin, J Meng, Z Zhao

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

TransformInvariant Convolutional Neural Networks for Image Classification and Search 
X Shen, X Tian, A He, S Sun, D Tao

2016

Openset plant identification using an ensemble of deep convolutional neural networks 
M Mehdipour Ghazi, B Yanıkoğlu, E Aptoula

2016

Convolutional Neural Networks using Logarithmic Data Representation 
D Miyashita, EH Lee, B Murmann

2016

Rankbased pooling for deep convolutional neural networks 
Z Shi, Y Ye, Y Wu

2016

Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking 
G Ning, Z Zhang, C Huang, Z He, X Ren, H Wang

2016

Deep Convolutional Neural Networks for Forest Fire Detection 
Q Zhang, J Xu, L Xu, H Guo

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

Detection and Diagnosis of Breast Tumors using Deep Convolutional Neural Networks 
JD Gallego

2016

String representations and distances in deep convolutional neural networks for image classification 
C Barat, C Ducottet

2016

Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Cameratrap Images using Very Deep Convolutional Neural Networks 
A Gomez, A Salazar

2016

Moving object recognition using multiview threedimensional convolutional neural networks 
T He, H Mao, Z Yi

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

Prostate Cancer Classiﬁcation using Convolutional Neural Networks 
A Gummeson

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

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

Deep Learning for Ocean Remote Sensing: An Application of Convolutional Neural Networks for SuperResolution on SatelliteDerived SST Data 
A Ducournau, R Fablet

2016

Evaluation of Infants with Spinal Muscular Atrophy TypeI Using Convolutional Neural Networks 
B Soran, L Lowes, KM Steele

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

Multiview gait recognition using 3D convolutional neural networks 
T Wolf, M Babaee, G Rigoll

2016

Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks 
D Lévy, A Jain

2016

Bacterial Colony Counting with Convolutional Neural Networks in Digital Microbiology Imaging 
A Ferrari, S Lombardi, A Signoroni

2016

Video SuperResolution with Convolutional Neural Networks 
A Kappeler, S Yoo, Q Dai, AK Katsaggelos

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

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

The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks 
T Hinz, P Barros, S Wermter

2016

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection 
N Takahashi, M Gygli, B Pfister, L Van Gool

2016

Refining Architectures of Deep Convolutional Neural Networks 
S Shankar, D Robertson, Y Ioannou, A Criminisi

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

Growing Random Forest on Deep Convolutional Neural Networks for Scene Categorization 
S Bai

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

Space Object classification using deep Convolutional Neural Networks 
R Linares, R Furfaro

2016

Compression Artifacts Removal Using Convolutional Neural Networks 
P Svoboda, M Hradis, D Barina, P Zemcik

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

Finetuning deep convolutional neural networks for distinguishing illustrations from photographs 
G Gando, T Yamada, H Sato, S Oyama, M Kurihara

2016

Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks 
AR Ismail, AZ Abdullah

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

Fully Convolutional Neural Networks For Remote Sensing Image Classification 
E Maggiori, Y Tarabalka, G Charpiat, P Alliez

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

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

Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks 
M Engelcke, D Rao, DZ Wang, CH Tong, I Posner

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

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

Measuring Customer Behavior with Deep Convolutional Neural Networks 
V Albu

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

Multicrop Convolutional Neural Networks for Lung Nodule Malignancy Suspiciousness Classification 
W Shen, M Zhou, F Yang, D Yu, D Dong, C Yang

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

Smile detection in the wild with deep convolutional neural networks 
J Chen, Q Ou, Z Chi, H Fu

2016

A Novel Method for Scene Classification Feeding MidLevel Image Patch to Convolutional Neural Networks 
F Yang, J Yang, Y Wang, G Zhang

2016

Videobased convolutional neural networks for activity recognition from robotcentric videos 
MS Ryoo, L Matthies

2016

Deep Convolutional Neural Networks for MicroscopyBased Point of Care Diagnostics 
JA Quinn, R Nakasi, PKB Mugagga, P Byanyima

2016

Radio Frequency Interference mitigation using deep convolutional neural networks 
J Akeret, C Chang, A Lucchi, A Refregier

2015

Longitudinal Multiple Sclerosis Lesion Segmentation Using 3D Convolutional Neural Networks 
S Vaidya, A Chunduru, R Muthuganapathy

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

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

Cattle Race Classification Using Gray Level Cooccurrence Matrix Convolutional Neural Networks 
MM Santoni, DI Sensuse, AM Arymurthy, MI Fanany

2015

Classification of Spatial Audio Location and Content Using Convolutional Neural Networks 
T Hirvonen

2015

Deep convolutional neural networks for ATR from SAR imagery 
DAE Morgan

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

Deep Learning for Computer Vision: A comparison between Convolutional Neural Networks and Hierarchical Temporal Memories on object recognition tasks 
D Maltoni, II Session

2015

Sketchbased 3D Shape Retrieval using Convolutional Neural Networks 
F Wang, L Kang, Y Li

2015

Learning to Compare Image Patches via Convolutional Neural Networks 
S Zagoruyko, N Komodakis

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

Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks 
A Payan, G Montana

2015

Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks 
EP Ijjina, CK Mohan

2015

Multiscale Convolutional Neural Networks for Lung Nodule Classification 
W Shen, M Zhou, F Yang, C Yang, J Tian

2015

An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation 
M Lyksborg, O Puonti, M Agn, R Larsen

2015

Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference 
Y Gal, Z Ghahramani

2015

Pedestrian Detection Using Convolutional Neural Networks 
D Molin

2015

Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses 
D Higgins, L Chen, M Heilman, K Zechner, N Madnani

2015

Image Classification Using Convolutional Neural Networks With Multistage Feature 
J Yim, J Ju, H Jung, J Kim

2015

Deep Convolutional Neural Networks for Smile Recognition 
PO Glauner

2015

Initialization Strategies of SpatioTemporal Convolutional Neural Networks 
E Mansimov, N Srivastava, R Salakhutdinov

2015

Improving Computeraided Detection using Convolutional Neural Networks and Random View Aggregation 
HR Roth, L Lu, J Liu, J Yao, A Seff, C Kevin, L Kim

2015

Gearbox Fault Identification and Classification with Convolutional Neural Networks 
ZQ Chen, C Li, RV Sanchez

2015

The Kinetic Energy of Hydrocarbons as a Function of Electron Density and Convolutional Neural Networks 
K Yao, J Parkhill

2015

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

2015

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

2015

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

2015

Convolutional Neural Networks for Correcting English Article Errors 
Y Zhao, X Wang

2015

Deep convolutional neural networks for pedestrian detection 
D Tomè, F Monti, L Baroffio, L Bondi, M Tagliasacchi

2015

A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks 
QV Le

2015

Pedestrian detection in thermal images using adaptive fuzzy Cmeans clustering and convolutional neural networks 
V John, S Mita, Z Liu, B Qi

2015

FineTuning Convolutional Neural Networks Using Harmony Search 
G Rosa, J Papa, A Marana, W Scheirer, D Cox

2015

Driving posture recognition by convolutional neural networks 
C Yan, F Coenen, B Zhang

2015

Soccer Jersey Number Recognition Using Convolutional Neural Networks 
S Gerke, K Muller, R Schafer

2015

CrossLayer Features In Convolutional Neural Networks For Generic Classification Tasks 
KC Peng, T Chen

2015

Transferring Deep Convolutional Neural Networks for the Scene Classification of HighResolution Remote Sensing Imagery 
F Hu, GS Xia, J Hu, L Zhang

2015

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

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 
A Gangopadhyay, SM Tripathi, I Jindal, S Raman

2015

Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets 
J Liu, K Zhao, B Kusy, J Wen, R Jurdak

2015

Spectral classification using convolutional neural networks 
P Hála

2015

CS231N Course Project Report Classifying Shadowgraph Images of Planktons Using Convolutional Neural Networks 
S Soh

2015

Monza: Image Classification of Vehicle Make and Model Using Convolutional Neural Networks and Transfer Learning 
D Liu, Y Wang

2015

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 
HP Kang, CR Lee

2015

A Study of General FineGrained Classification with Deep Convolutional Neural Networks 
TH Lee

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 
R Mittelman

2015

Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks 
Z Wang, T Oates

2015

Convolutional Neural Networks for Clothes Categories 
Z Li, Y Sun, F Wang, Q Liu

2015

Deep Convolutional Neural Networks for Hyperspectral Image Classification 
W Hu, Y Huang, W Li, F Zhang, H Li

2015

Deep Convolutional Neural Networks for Object Extraction from High Spatial Resolution Remotely Sensed Imagery 
Y Shu

2015

Recent Advances in Convolutional Neural Networks 
J Gu, Z Wang, J Kuen, L Ma, A Shahroudy, B Shuai

2015

Quantized Convolutional Neural Networks for Mobile Devices 
J Wu, C Leng, Y Wang, Q Hu, J Cheng

2015

Learning Deep Convolutional Neural Networks for Places2 Scene Recognition 
L Shen, Z Lin, Q Huang

2015

Noreference image quality assessment using Prewitt magnitude based on convolutional neural networks 
J Li, L Zou, J Yan, D Deng, T Qu, G Xie

2015

Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks 
LA Gatys, AS Ecker, M Bethge

2015

Aircraft Detection by Deep Convolutional Neural Networks 
X Chen, S Xiang, CL Liu, CH Pan

2015

Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation 
DL Richmond, D Kainmueller, MY Yang, EW Myers

2015

Teaching iCub to recognize objects using deep Convolutional Neural Networks 
G Pasquale, C Ciliberto, F Odone, L Rosasco, L Natale

2015

Predicting and Understanding Urban Perception with Convolutional Neural Networks 
L Porzi, S Rota Bulò, B Lepri, E Ricci

2015

Semiand WeaklySupervised Semantic Segmentation with Deep Convolutional Neural Networks 
Y Wang, J Liu, Y Li, H Lu

2015

Hyperspectral Image Classification with Convolutional Neural Networks 
V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke

2015

Wildfire Smoke Detection using Convolutional Neural Networks 
SP Hohberg

2015

Deep Convolutional Neural Networks for Brain Computer Interface using Motor Imagery 
I Walker, M Deisenroth, A Faisal

2015

Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection 
H Kataoka, K Iwata, Y Satoh

2015

Adaptive Cascade Deep Convolutional Neural Networks for Face Alignment 
Y Dong, Y Wu

2015

Compressing Convolutional Neural Networks 
W Chen, JT Wilson, S Tyree, KQ Weinberger, Y Chen

2015

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks 
J Yue, W Zhao, S Mao, H Liu

2015

3D Object Understanding with 3D Convolutional Neural Networks 
B Leng, Y Liu, K Yu, X Zhang, Z Xiong

2015

ShapeNet: Convolutional Neural Networks on NonEuclidean Manifolds 
J Masci, D Boscaini, MM Bronstein, P Vandergheynst

2015

Convolutional Neural Networks with Intralayer Recurrent Connections for Scene Labeling 
M Liang, X Hu, B Zhang

2015

Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks 
Y Liao, S Kodagoda, Y Wang, L Shi, Y Liu

2015

Multiregion Bilinear Convolutional Neural Networks for Person ReIdentification 
E Ustinova, Y Ganin, V Lempitsky

2015

Vehicle Logo Recognition System Based on Convolutional Neural Networks With a Pretraining Strategy 
Y Huang, R Wu, Y Sun, W Wang, X Ding

2015

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation 
D Pathak, P Krähenbühl, T Darrell

2015

Spectral Representations for Convolutional Neural Networks 
O Rippel, J Snoek, RP Adams

2015

Median Filtering Forensics Based on Convolutional Neural Networks 
J Chen, X Kang, Y Liu, ZJ Wang

2015

Sign Language Recognition using 3D convolutional neural networks 
J Huang, W Zhou, H Li, W Li

2015

On the use of Convolutional Neural Networks for Pedestrian Detection 
SC Masip

2015

A CGRABased Approach for Accelerating Convolutional Neural Networks 
M Tanomoto, S Takamaeda

2015

Temporal Convolutional Neural Networks for Diagnosis from Lab Tests 
N Razavian, D Sontag

2015

Classifying Relations by Ranking with Convolutional Neural Networks 
CN Santos, B Xiang, B Zhou

2015

CrossLevel: A Practical Strategy for Convolutional Neural Networks Based Image Classification 
Y Liu, B Yin, J Yu, ZF Wang

2015

Learning visual similarity for product design with convolutional neural networks 
S Bell, K Bala

2015

The Impact of Imbalanced Training Data for Convolutional Neural Networks 
D Masko, P Hensman

2015

Deep Convolutional Neural Networks for MultiModality Isointense Infant Brain Image Segmentation 
W Zhang, R Li, H Deng, L Wang, W Lin, S Ji, D Shen

2015

Natural scene recognition based on Convolutional Neural Networks and Deep Boltzmannn Machines 
J Gao, J Yang, J Zhang, M Li

2015

Deep learning for steganalysis via convolutional neural networks 
Y Qian, J Dong, W Wang, T Tan

2015

DeepPlant: Plant Identification with convolutional neural networks 
SH Lee, CS Chan, P Wilkin, P Remagnino

2015

Optimizing FPGAbased Accelerator Design for Deep Convolutional Neural Networks 
C Zhang, P Li, G Sun, Y Guan, B Xiao, J Cong

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

Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks 
W Li, F Jia, Q Hu

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

Multiview Convolutional Neural Networks for 3D Shape Recognition 
H Su, S Maji, E Kalogerakis, E Learned

2015

Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos 
T Pfister, K Simonyan, J Charles, A Zisserman

2015

Domain adaption of vehicle detector based on convolutional neural networks 
X Li, M Ye, M Fu, P Xu, T Li

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

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

Texture Synthesis Using Convolutional Neural Networks 
L Gatys, AS Ecker, M Bethge

2015

Shepard Convolutional Neural Networks 
JSJ Ren, L Xu, Q Yan, W Sun

2015

On The Analysis Of Deep Convolutional Neural Networks Applied To Building Detection In Satellite Images 
B KARAGÖZ

2015

Human Detection and Activity Classification Based on MicroDoppler Signatures Using Deep Convolutional Neural Networks 
Y Kim, T Moon

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

Novel Convolutional Neural Networks for Deep Learning and Its Applications to General Image Classification 
PH Liu

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

Implementation of Training Convolutional Neural Networks 
T Liu, S Fang, Y Zhao, P Wang, J Zhang

2015

DependencyBased Semantic Role Labeling using Convolutional Neural Networks 
WR Foland Jr, JH Martin

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

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

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

Very Deep Multilingual Convolutional Neural Networks for LVCSR 
T Sercu, C Puhrsch, B Kingsbury, Y LeCun

2015

Kinship Verification with Deep Convolutional Neural Networks 
K Zhang12, Y Huang, C Song, H Wu, L Wang

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

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

Fully Convolutional Neural Networks for Crowd Segmentation 
K Kang, X Wang

2014

Convolutional Neural Networks at Constrained Time Cost 
K He, J Sun

2014

DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks 
T Chen, D Borth, T Darrell, SF Chang

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

On Vectorization of Deep Convolutional Neural Networks for Vision Tasks 
JSJ Ren, L Xu

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

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

Raw Speech Signalbased Continuous Speech Recognition using Convolutional Neural Networks 
D Palaz, R Collobert

2014

Part Detector Discovery in Deep Convolutional Neural Networks 
M Simon, E Rodner, J Denzler

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

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
