Deep Learning Publication Navigator - subtopic: convolutional


Year TitleAuthor
2017   Video super-resolution reconstruction based on deep convolutional neural network and spatio-temporal similarity  L Linghui, D Junping, L Meiyu, R Nan, F Dan
2017   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Scene Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2017   Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose 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 network-based automatic target …  S Kim
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   Multimodal 2D+ 3D Facial Expression Recognition with Deep Fusion Convolutional Neural Network  H LI, J Sun, XU Zongben, L Chen
2017   Fully Convolutional Architectures for Multi-Class 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 content-based image retrieval using Convolutional Neural Network and hash function  DI Varga, T Szirányi
2017   Unsupervised Transfer Learning via Multi-Scale 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 auto-encoders 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 Auto-Encoder 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 Half-Pel 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   Hardware-Driven 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   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   Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification  S Korolev, A Safiullin, M Belyaev, Y Dodonova
2017   Distributed Decoding of Convolutional Network Error Correction Codes  H Yang, W Guo
2017   A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction  Y Kim, I Hwang, NI Cho
2017   Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained" Hard Faces"  Y Liu, MD Levine
2017   Count-ception: Counting by Fully Convolutional Redundant Counting  JP Cohen, HZ Lo, Y Bengio
2017   On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations  N Cheney, M Schrimpf, G Kreiman
2017   Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection  W Shen, B Wang, Y Jiang, Y Wang, A Yuille
2017   Medical Image Retrieval using Deep Convolutional Neural Network  A Qayyum, SM Anwar, M Awais, M Majid
2017   Convolutional Neural Networks for the Extraction of Built-Up Areas from Sentinel-2 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   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 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   Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing  T Desell
2017   Localization and diagnosis framework for pediatric cataracts based on slit-lamp 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 Small-Footprint Keyword Spotting  SO Arik, M Kliegl, R Child, J Hestness, A Gibiansky
2017   Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG  RT Schirrmeister, JT Springenberg, LDJ Fiederer
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 X-Rays using Deep Convolutional Neural Networks  MT Islam, MA Aowal, AT Minhaz, K Ashraf
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 Self-Similarity 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   Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks  M Meng, YJ Chua, E Wouterson, CPK Ong
2017   Accelerating Convolutional Neural Networks Using Fine-Tuned Backpropagation Progress  Y Li, Z Chen, Y Cai, D Huang, Q Li
2017   Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders  F Li, H Qiao, B Zhang, X Xi
2017   R-C3D: 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: Fine-tuning Predefined Deep Convolutional Neural Network Model for a Narrower Class of Objects  E Bayraktar, CB Yigit, P Boyraz
2017   Adversarial PoseNet: A Structure-aware 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   Classification of Quantitative Light-Induced 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   A Novel End-to-End Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images  S Pang, Z Yu, MA Orgun
2017   Cross-Media Information Retrieval with Deep Convolutional Neural Network  L Bai, T Yu, J Guo, Z Yang, Y Xie
2017   Adrenal Lesions Detection on Low-Contrast CT Images using Fully Convolutional Networks with Multi-Scale Integration  L Bi, J Kim, T Su, M Fulham, D Feng, G Ning
2017   Combining convolutional neural networks and Hough Transform for classification of images containing lines  A Sheshkus, E Limonova, D Nikolaev, V Krivtsov
2017   Deep Convolutional Neural Networks for All-Day Pedestrian Detection  X Zhang, G Chen, K Saruta, Y Terata
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 layer-by-layer 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   Lipschitz Properties for Deep Convolutional Networks  R Balan, M Singh, D Zou
2017   Parsimonious Inference on Convolutional Neural Networks: Learning and applying on-line kernel activation rules  I Theodorakopoulos, V Pothos, D Kastaniotis
2017   Small Bowel Motility Assessment based on Fully Convolutional Networks and Long Short-Term Memory  M Pei, X Wu, Y Guo, H Fujita
2017   Size-Invariant 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 cryo-electron microscopy  R Li, D Si, T Zeng, S Ji, J He
2017   A convolutional neural network based method for event classification in event-driven multi-sensor network  C Tong, J Li, F Zhu
2017   Coarse-to-Fine 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   Richer feature for image classification with super and sub kernels based on deep convolutional neural network  P Tang, H Wang
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   Deep learning of submerged body images from 2D sonar sensor based on convolutional neural network  S Lee
2017   Block-Matching Convolutional Neural Network for Image Denoising  B Ahn, NI Cho
2017   Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation  Z Wang, J Yang
2017   Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos  R Hou, C Chen, M Shah
2017   Recurrent Convolutional Neural Network For Speech Processing  Y Zhao, X Jin, X 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   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   Towards Incremental Learning with Deep Convolutional Networks.  A Dutt
2017   Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery  E Guirado, S Tabik, D Alcaraz
2017   Localization of JPEG double compression through multi-domain 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   Fully Convolutional Neural Networks with Full-scale-features for Semantic Segmentation  T Pan, B Wang, G Ding, JH Yong
2017   aLow-dose CT via convolutional neural network  H Chen, Y Zhang, W Zhang, P Liao, K Li, J Zhou
2017   An Overview of Convolutional Neural Network Architectures for Deep Learning  J Murphy
2017   A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI  L Roa
2017   Learning Convolutional Networks for Content-weighted Image Compression  M Li, W Zuo, S Gu, D Zhao, D Zhang
2017   Multi-Scale 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 On-Body 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: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction  A Tewari, M Zollhöfer, H Kim, P Garrido, F Bernard
2017   Land-Use Classification via Extreme Learning Classifier Based on Deep Convolutional Features  Q Weng, Z Mao, J Lin, W Guo
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 Auto-encoders with Symmetric Skip Connections  J Dong, XJ Mao, C Shen, YB Yang
2017   End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network  BD de Vos, FF Berendsen, MA Viergever, M Staring
2017   Bio-Inspired Spiking Convolutional Network Using Layer-Wise Sparse Coding And Stdp Learning  A Tavanaei, AS Maida
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 of 3D Shapes with Convolutional Neural Networks  L Keselman
2017   Internal Covariate Shift Reduction in Encoder-Decoder 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 Region-Based 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 Degree-of-Freedom 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   An energy-efficient deep learning processor with heterogeneous multi-core architecture for convolutional neural networks and recurrent neural networks  D Shin, J Lee, J Lee, J Lee, HJ Yoo
2017   Hand-Object 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 view-based 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   Epithelium-stroma classification via convolutional neural networks and unsupervised domain adaptation in histopathological images  Y Huang, HAN ZHENG, CHI LIU, X Ding, G Rohde
2017   LightNet: A Lightweight 3D Convolutional Neural Network for Real-Time 3D Object Recognition  S Zhi, Y Liu, X Li, Y Guo
2017   Organ detection in thorax abdomen CT using multi-label convolutional neural networks  GEH Mamani, AAA Setio, B van Ginneken, C Jacobs
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 cone-beam 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 non-contrast CT images using a 3D convolutional network  A Patel, SC van de Leemput, M Prokop
2017   3D convolutional neural network for automatic detection of lung nodules in chest CT  S Hamidian, B Sahiner, N Petrick, A Pezeshk
2017   Cascade of convolutional neural networks for lung texture classification: overcoming ontological overlapping  SR Tarando, C Fetita, PY Brillet
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 Dual-Stream 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 deep-learning convolutional neural network in CT urography  M Gordon, L Hadjiiski, K Cha, HP Chan, R Samala
2017   Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with …  BQ Huynh, N Antropova, ML Giger
2017   A multi-task convolutional neural network for mega-city 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 Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys  J Saxe, K Berlin
2017   MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information  H Yang, JT Zhou, J Cai, YS Ong
2017   GB (2D) 2 PCA-based convolutional network for face recognition  M Jiang, R Lu, J Kong, XJ Wu, H Huo, X Wang
2017   HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.  Y Li, L Shen, S Yu
2017   Intelligent fault diagnosis of rolling bearing using hierarchical convolutional network based health state classification  C Lu, Z Wang, B Zhou
2017   Unsupervised pre-training 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 Multi-Frame Color Images Super-Resolution 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   3D Convolutional Neural Networks By Modal Fusion  Y Yoshiyasu, E Yoshida, S Pirk, L Guibas
2017   Modeling Task fMRI Data via Deep Convolutional Autoencoder  Y Zhao, J Han, L Guo, T Liu
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   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 semi-supervised training of a scene parser using a convolutional auto-encoder and representation nudging  S Arnold, K Yamazaki
2017   Dynamic Texture Representation Using a Deep Multi-Scale Convolutional Network  SR Arashloo, MC Amirani, A Noroozi
2017   Off-position detection based on convolutional neural network  Q Peng, G Hong, M Feng, Y Xia, L Yu, X Wang2and
2017   An evaluation of Convolutional Neural Networks for music classification using spectrograms  YMG Costa, LS Oliveira, CN Silla
2017   Exploring Convolutional Networks for End-to-End Visual Servoing  A Saxena, H Pandya, G Kumar, KM Krishna
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   The power of sparsity in convolutional neural networks  S Changpinyo, M Sandler, A Zhmoginov
2017   Automatic sleep stage classification of single-channel EEG by using complex-valued 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 stochastic-computing accelerator for convolutional neural networks  H Sim, D Nguyen, J Lee, K Choi
2017   The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI  Z Chen, D Yi
2017   Abstract TP48: Automated Deep Learning-based Measurement of DWI Lesion Volume in Acute Stroke Using Convolutional Neural Networks  S Winzeck, MJ Bouts, E McIntosh, R Bezerra, I Diwan
2017   Deep Learning with Convolutional Neural Networks for Radiologic Image Classification  P Cheng
2017   Bearings Fault Diagnosis Based on Convolutional Neural Networks with 2-D 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   Single Image Super-Resolution with a Parameter Economic Residual-Like Convolutional Neural Network  Z Yang, K Zhang, Y Liang, J Wang
2017   Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation  L Yang, H Rodriguez, M Crucianu, M Ferecatu
2017   Object Depth Estimation from a Single Image Using Fully Convolutional Neural Network  AJ Afifi, O Hellwich
2017   Deep Convolutional Neural Network for Bidirectional Image-Sentence Mapping  T Yu, L Bai, J Guo, Z Yang, Y Xie
2017   Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+\ 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   Technique for Image Fusion Based on PCNN and Convolutional Neural Network  W Kong, Y Lei, J Ma
2017   Pattern Recognition of Momentary Mental Workload Based on Multi-Channel Electrophysiological Data and Ensemble Convolutional Neural Networks  J Zhang, S Li, R Wang
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 end-to-end learning approach  X Zhou, R Takayama, S Wang, X Zhou, T Hara, H Fujita
2017   View-interpolation of sparsely sampled sinogram using convolutional neural network  H Lee, J Lee, S Cho
2017   Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks  PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou
2017   Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks  AH Abdi, C Luong, T Tsang, G Alan, S Nouranian
2017   Effective Training of Convolutional Neural Networks for Face-Based 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   Chain-NN: An Energy-Efficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks  S Wang, D Zhou, X Han, T Yoshimura
2017   14.5 Envision: A 0.26-to-10TOPS/W subword-parallel dynamic-voltage-accuracy-frequency-scalable Convolutional Neural Network processor in 28nm FDSOI  B Moons, R Uytterhoeven, W Dehaene, M Verhelst
2017   Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression  J Lee, MS Ryoo
2017   Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features  CY Low, ABJ Teoh
2017   14.1 A 2.9 TOPS/W deep convolutional neural network SoC in FD-SOI 28nm for intelligent embedded systems  G Desoli, N Chawla, T Boesch, S Singh, E Guidetti
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   Electroencephalogram-based 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   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 Error-correcting Network Codes Over Cyclic Networks  V Samadi
2017   High-Resolution Breast Cancer Screening with Multi-View 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   Structural Compression of Convolutional Neural Networks Based on Greedy Filter Pruning  R Abbasi
2017   Two-Stream 3D Convolutional Neural Network for Skeleton-Based Action Recognition  H Liu, J Tu, M Liu
2017   Convolutional Networks with MuxOut Layers as Multi-rate Systems for Image Upscaling  PN Michelini, H Liu
2017   Segmentation of Multiple Structures in Chest Radiographs Using Multi-task 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   Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction  A Busia, N Jaitly
2017   Stochastic-Based Multi-stage Streaming Realization of a Deep Convolutional Neural Network  M Alawad, M Lin
2017   Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs  R Zhao, W Song, W Zhang, T Xing, JH Lin
2017   A 7.663-TOPS 8.2-W Energy-efficient 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   One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network  V Vukotić, SL Pintea, C Raymond, G Gravier
2017   One-Dimensional Convolutional Neural Network Land-Cover Classification of Multi-Seasonal 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   Two-Stream Convolutional Networks for Dynamic Texture Synthesis  M Tesfaldet, MA Brubaker, KG Derpanis
2017   MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images  SEA Raza, L Cheung, D Epstein, S Pelengaris, M Khan
2017   Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification  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   Supervised Learning of Semantics-Preserving 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   Multi-scale 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   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   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   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   Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation  A Chan, R Wiest, M Reyes
2017   Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences  LK Tan, YM Liew, E Lim, RA McLaughlin
2017   Biologically-inspired 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 voting-based anomaly classification in metal surface inspection  V Natarajan, TY Hung, S Vaikundam, LT Chia
2017   An Analysis of Convolutional Long-Short 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   Interpretable 3D Human Action Analysis with Temporal Convolutional Networks  TS Kim, A Reiter
2017   CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data  L Cavigelli, P Degen, L Benini
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   Object-Based Convolutional Neural Network for High-Resolution Imagery Classification  W Zhao, S Du, WJ Emery
2017   DeepVO: towards end-to-end 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 multi-organ segmentation  HR Roth, H Oda, Y Hayashi, M Oda, N Shimizu
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 Land-Cover Classification of High-Resolution Imagery  GJ Scott, MR England, WA Starms, RA Marcum
2017   Convolutional neural network based deep-learning 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 phase-contrast x-ray 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   End-to-end recognition of slab identification numbers using a deep convolutional neural network  SJ Lee, JP Yun, G Koo, SW Kim
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   Image Retrieval Using Fused Deep Convolutional Features  H Liu, B Li, X Lv, Y Huang
2017   Recurrent Convolutional Neural Network for Answer Selection in Community Question Answering  X Zhou, B Hu, Q Chen, X Wang
2017   Convolutional Neural Pyramid for Image Processing  X Shen, YC Chen, X Tao, J Jia
2017   DSLR-Quality 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 Edge-Conditioned 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   Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks  M Weigert, L Royer, F Jug, G Myers
2017   Content-Based Image Retrieval with Compact Deep Convolutional Features  A Alzu'bi, A Amira, N Ramzan
2017   Raw Waveform-based Speech Enhancement by Fully Convolutional Networks  SW Fu, Y Tsao, X Lu, H Kawai
2017   Deep Convolutional Neural Network Inference with Floating-point Weights and Fixed-point 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 Matters--Improve Semantic Segmentation by Global Convolutional Network  C Peng, X Zhang, G Yu, G Luo, J Sun
2017   Spatial-Spectral Unsupervised Convolutional Sparse Auto-Encoder 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   Multi-phase 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 Network-Based Block Up-sampling 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 View-Invariant 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 multi-resolution 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 Super-Resolution 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   Exemplar-Based 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   Vision-Based 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 Non-viable Tumor Prediction for Osteosarcoma Using Convolutional Neural Network  R Mishra, O Daescu, P Leavey, D Rakheja, A Sengupta
2017   Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network  Y Li, H Zhang, Q Shen
2017   Deep learning-based crack damage detection using convolutional neural network"  YJ Cha, W Choi, O Buyukozturk
2017   Deep Columnar Convolutional Neural Network  S Majumdar, I Jain
2017   Choroid Segmentation from Optical Coherence Tomography with Graph-Edge 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 SemEval-2017 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 Multi-class 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 character-based convolutional neural network for language-agnostic 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: Ground-Based 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   Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging  SSM Salehi, D Erdogmus, A Gholipour
2017   M-FCN: Effective Fully Convolutional Network-Based Airplane Detection Framework  Y Yang, Y Zhuang, F Bi, H Shi, Y Xie
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 Scale-Friendly Deep Convolutional Networks  S Yang, Y Xiong, CC Loy, X Tang
2017   Convolutional Neural Network-Based 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   End-to-End 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   Single Image Super-Resolution Using Multi-Scale Convolutional Neural Network  X Jia, X Xu, B Cai, K Guo
2017   Maritime Semantic Labeling of Optical Remote Sensing Images with Multi-Scale Fully Convolutional Network  H Lin, Z Shi, Z Zou
2017   R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections  TTHD Huang, CM Yu, HY Kao
2017   Hyperspectral image super-resolution using deep convolutional neural network  Y Li, J Hu, X Zhao, W Xie, JJ Li
2016   Vanishing point detection with convolutional neural networks  A Borji
2016   AUC-Maximized 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   Origami: A 803 GOp/s/W Convolutional Network Accelerator  CN Accelerator
2016   Learning to Generate Chairs, Tables and Cars with Convolutional Networks  A Dosovitskiy, JT Springenberg, M Tatarchenko, T Brox
2016   Auc-Maximized 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   Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale 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   Stochastic-Based 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 No-Reference 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 cross-channel convolutional neural network for human-robot 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: prey-predator 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 network-hidden Markov model model  J Lei, G Li, J Zhang, Q Guo, D Tu
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   Image super-resolution with multi-channel convolutional neural networks  Y Kato, S Ohtani, N Kuroki, T Hirose, M Numa
2016   Night-time 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 patch-level CRFs for indoor semantic segmentation  X Wu, M Du, W Chen, Z Li
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 Multi-Sentence Text Classification CS224N-Final Project Report  AL Rodrigo, L de Oliveira
2016   Semantic tracking: Single-target tracking with inter-supervised convolutional networks  J Xiao, Q Lan, L Qiao, A Leonardis
2016   CAS-CNN: 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   Nabla-net: a deep dag-like convolutional architecture for biomedical image segmentation: application to white-matter lesion segmentation in multiple sclerosis  R McKinley, T Gundersen, F Wagner, A Chan, R Wiest
2016   Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning  P Molchanov, S Tyree, T Karras, T Aila, J Kautz
2016   Performance-portable autotuning of OpenCL kernels for convolutional layers of deep neural networks  YM Tsai, P Luszczek, J Kurzak, J Dongarra
2016   SC-DCNN: Highly-Scalable 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   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   Convolutional Deep Stacking Networks for Distributed Compressive Sensing  H Palangi, R Ward, L Deng
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/Non-text Image Classification in the Wild with Convolutional Neural Networks  X Bai, B Shi, C Zhang, X Cai, L Qi
2016   Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification  C Dixit
2016   Inductive Bias of Deep Convolutional Networks through Pooling Geometry  N Cohen, A Shashua
2016   R-FCN: Object Detection via Region-based Fully Convolutional Networks  J Dai, Y Li, K He, J Sun
2016   End-to-End Kernel Learning with Supervised Convolutional Kernel Networks  J Mairal
2016   Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS 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   Traffic sign classification with deep convolutional neural networks  J CREDI
2016   Generic 3D Convolutional Fusion for image restoration  J Wu, R Timofte, L Van Gool
2016   Accelerating the Super-Resolution Convolutional Neural Network  C Dong, CC Loy, X Tang
2016   End-to-End Image Super-Resolution 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   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 In-Situ Analog Arithmetic in Crossbars  A Shafiee, A Nag, N Muralimanohar
2016   Longitudinal Multiple Sclerosis Lesion Segmentation Using Multi-view Convolutional Neural Networks  A Birenbaum, H Greenspan
2016   Age Estimation Based on Multi-Region 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 Long-term 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   Three-Dimensional 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   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   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   Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks  X Gibert, VM Patel, R Chellappa
2016   RandomOut: Using a convolutional gradient norm to win The Filter Lottery  JP Cohen, HZ Lo, W Ding
2016   A Mathematical Motivation for Complex-Valued Convolutional Networks  M Tygert, J Bruna, S Chintala, Y LeCun, S Piantino
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   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   Stable And Symmetric Filter Convolutional Neural Network  R Yeh, M Hasegawa
2016   A Convolutional Network Coding Oriented Four-Stage Contention Protocol for All-to-All Broadcasting Networks  LIU Yun, W Shan, ZHU Bocheng
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   Learning convolutional neural network to maximize Pos@ Top performance measure  RZ Liang, G Liang, W Li, Q Li, JJY Wang
2016   A 803 GOp/s/W Convolutional Network Accelerator  L Cavigelli, L Benini
2016   Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification  RR Varior, M Haloi, G Wang
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 higher-level 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 11C-methionine brain PET  K Hirata, W Takeuchi, S Yamaguchi, H Kobayashi
2016   Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN)  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 low-dose X-ray 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 Post-Processing 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   Multi-Oriented 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 Non-Invasive Brain-Computer 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   Multi-Scale Convolutional Neural Networks for Time Series Classification  Z Cui, W Chen, Y Chen
2016   Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks  F Sheikhzadeh, A Carraro, J Korbelic, C MacAulay
2016   Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life  GS Babu, P Zhao, XL Li
2016   Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets  KH Cha, LM Hadjiiski, RK Samala, HP Chan
2016   Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets  KH Cha, L Hadjiiski, RK Samala, HP Chan, EM Caoili
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   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   A novel approach for website aesthetic evaluation based on convolutional neural networks  MG Khani, MR Mazinani, M Fayyaz, M Hoseini
2016   Single-Image Super Resolution for Multispectral Remote Sensing Data Using Convolutional Neural Networks  L Liebel, M Körner
2016   Emulating Human Conversations using Convolutional Neural Network-based 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   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 Multi-Fault 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   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   Avian retinal photoreceptor detection and classification using Convolutional Neural Networks  ED Collier
2016   Siamese Convolutional Networks for Cognate Identification  T Rama
2016   Multi-Scale Fully Convolutional Network for Fast Face Detection  Y Bai, W Ma, Y Li, L Cao, W Guo, L Yang
2016   From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road 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   Character-level 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   Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks  LG Hafemann, R Sabourin, LS Oliveira
2016   Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks  J Xie, R Girshick, A Farhadi
2016   A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI  PV Tran
2016   Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks  M Francis
2016   Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks  A Severyn, A Moschitti
2016   End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation  W Yang, W Ouyang, H Li, X Wang
2016   Finetuning Convolutional Neural Networks for Visual Aesthetics  Y Wang, Y Li, F Porikli
2016   6-DOF 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 Region-based 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   TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks  D Laptev, N Savinov, JM Buhmann, M Pollefeys
2016   Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks  H Phan, L Hertel, M Maass, A Mertins
2016   Using convolutional features and a sparse autoencoder for land-use scene classification  E Othman, Y Bazi, N Alajlan, H Alhichri, F Melgani
2016   DeepCAMP: Deep Convolutional Action & Attribute Mid-Level 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   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 micro-Dopplers 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   Face Recognition across Time Lapse Using Convolutional Neural Networks  H El Khiyari, H Wechsler
2016   Towards Human-like Performance Face Detection: A Convolutional Neural Network Approach  J van Kleef
2016   Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks  K Zhang, Z Zhang, Z Li, Y Qiao
2016   Free-Space Detection with Self-Supervised 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   Privacy-cnh: 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   MUST-CNN: A MUltilayer Shift-and-sTitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction  Z Lin, Y Qi
2016   Audio-Based Music Classificationwith A Pretrained Convolutional Network  E Dieleman, B Schrauwen
2016   Convolutional Networks on Graphs for Learning Molecular Fingerprints.  A Aspuru
2016   PersonNet: Person Re-identification with Deep Convolutional Neural Networks  L Wu, C Shen, A Hengel
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 Neural Network For Robust Pitch Determination  H Su, H Zhang, X Zhang, G Gao
2016   Convolutional Neural Random Fields for Action Recognition  C Liu, J Liu, Z He, Y Zhai, Q Hu, Y Huang
2016   Vehicle Detection in Satellite Images by Incorporating Objectness and Convolutional Neural Network  S Qu, Y Wang, G Meng, C Pan
2016   Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel 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   A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer  B Bayar, MC Stamm
2016   Classification of ships using real and simulated data in a convolutional neural network  AO Knapskog, C Cochin, JC Louvigne
2016   Single-Image Crowd Counting via Multi-Column 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   An end-to-end 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 GPU-Based Efficient Approach for Convolutional Neural Networks with Small Filters  W Jiang, Y Chen, H Jin, R Zheng, Y Chi
2016   Instance-sensitive 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 Hi-speed 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, Energy-Efficient 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   XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks  M Rastegari, V Ordonez, J Redmon, A Farhadi
2016   A Deep 3D Convolutional Neural Network Based Design for Manufacturability Framework  A Balu, KG Lore, G Young, A Krishnamurthy, S Sarkar
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   Multi-focus 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 Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation  A Dasgupta, S Singh
2016   Real-time Traffic Sign Recognition system with deep convolutional neural network  S Jung, U Lee, J Jung, DH Shim
2016   Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step 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   High-Resolution Semantic Labeling with Convolutional Neural Networks  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware  T Hwu, J Isbell, N Oros, J Krichmar
2016   Analysis of time-frequency 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 Multi-vendor 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   Non-uniform 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   Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification  K Nogueira, OAB Penatti, JA Santos
2016   Superpixel Filtering for Mean Field Inference in CRFs Integrated with Convolutional Neural Networks  JM Hunt
2016   Rate-energy-accuracy optimization of convolutional architectures for face recognition  L Bondi, L Baroffio, M Cesana, M Tagliasacchi
2016   Systems and methods for applying a convolutional network to spatial data  AS Heifets, I Wallach, M Dzamba
2016   Natural Scene Digit Classification Using Convolutional Neural Networks  Z Wang, P Jiang, X Zhang, F Wang
2016   INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification  S Ruder12, P Ghaffari, JG Breslin
2016   UniPI at SemEval-2016 Task 4: Convolutional Neural Networks for Sen-timent 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   YZU-NLP Team at SemEval-2016 Task 4: Ordinal Sentiment Classifi-cation 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 Super-Resolution: Learning Depth Super-Resolution 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   EEG-based prediction of driver's cognitive performance by deep convolutional neural network  M Hajinoroozi, Z Mao, TP Jung, CT Lin, Y Huang
2016   FPGA-based 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   Gearbox fault classification using S-transform and convolutional neural network  X ZENG, Y LIAO, W LI
2016   Pre-training 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 Multi-channel Input  L Cao, Z Liu, X He, Y Cao, K Li
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   Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition  C Ding, D Tao
2016   Two-Stream Convolutional Networks for Dynamic Saliency Prediction  Ç Bak, A Erdem, E Erdem
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   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 Spatial-Semantic 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 Patch-Based Convolutional Neural Networks  L Zhao, Y Zhan, D Nickel, M Fenchel, B Kiefer, XS Zhou
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   A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound  K Lekadir, A Galimzianova, A Betriu, M del Mar Vila
2016   Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization  MC Oveneke, M Aliosha
2016   Robotic Grasp Detection using Deep Convolutional Neural Networks  S Kumra, C Kanan
2016   Unsupervised Feature Learning With Symmetrically Connected Convolutional Denoising Auto-encoders  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 EEG-based Brain-Computer Interfaces  VJ Lawhern, AJ Solon, NR Waytowich, SM Gordon
2016   Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net  S Ghosal, N Ray
2016   3D Fully Convolutional Network for Vehicle Detection in Point Cloud  B Li
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 co-evolution using convolutional networks for graph-valued 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   Natural Image Matting Using Deep Convolutional Neural Networks  D Cho, YW Tai, I Kweon
2016   Single Image Dehazing via Multi-scale Convolutional Neural Networks  W Ren, S Liu, H Zhang, J Pan, X Cao, MH Yang
2016   Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition  P Singh, A Verma, NS Chaudhari
2016   Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks  Y Zhou, H Wang, F Xu, YQ Jin
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 frequency-features  UC Allard, F Nougarou, CL Fall, P Giguère, C Gosselin
2016   Speed/accuracy trade-offs 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   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   CQT-based 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   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   Fast image clustering based on convolutional neural network and binary K-means  S Ke, Y Zhao, B Li, Z Wu, X Liu
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 Video-based Person Re-Identification  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 feedback-channel-free distributed video coding using deep convolutional neural networks at the decoder  PR Bhagath, J Mukherjee, S Mukopadhayay
2016   Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks  Y Zhang, S Song, E Yumer, M Savva, JY Lee, H Jin
2016   Real-time 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 Multi-instance Multi-task 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 Computer-Aided 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 Energy-Efficient 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   Graph Based Convolutional Neural Network  M Edwards, X Xie
2016   Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier  M Panda, V Vihar
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   Convolutional Networks for Traffic Sign Classification  F ZANETTI
2016   YodaNN: An Ultra-Low 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 multi-modality 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 High-Resolution 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 low-precision and sparsity  G Venkatesh, E Nurvitadhi, D Marr
2016   Transform-Invariant 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   Open-set plant identification using an ensemble of deep convolutional neural networks  M Mehdipour Ghazi, B Yanıkoğlu, E Aptoula
2016   DeepSense: A GPU-based Deep Convolutional Neural Network Framework on Commodity Mobile Devices  LN Huynh, RK Balan, Y Lee
2016   PotTS at SemEval-2016 Task 4: Sentiment Analysis of Twitter Using Character-level Convolutional Neural Networks.  U Sidarenka, KL Straße
2016   Latte: Fully Convolutional Network in Halide  A Hu, XD Zhai
2016   Convolutional Pose Machines  SE Wei, V Ramakrishna, T Kanade, Y Sheikh
2016   Deep convolutional networks for automated detection of posterior-element fractures on spine CT  HR Roth, Y Wang, J Yao, L Lu, JE Burns, RM Summers
2016   Multistage committees of deep feedforward convolutional sparse denoise autoencoder for object recognition  S Luo, Y Ding, K Hao
2016   Shallow and Deep Convolutional Networks for Saliency Prediction  J Pan, K McGuinness, E Sayrol, N O'Connor
2016   Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network  M Anthimopoulos, S Christodoulidis, L Ebner, A Christe
2016   Decision Forests, Convolutional Networks and the Models in-Between  Y Ioannou, D Robertson, D Zikic, P Kontschieder
2016   Convolutional Neural Networks using Logarithmic Data Representation  D Miyashita, EH Lee, B Murmann
2016   Camera identification with deep convolutional networks  L Baroffio, L Bondi, P Bestagini, S Tubaro
2016   Particle Swarm Optimization (Pso) For Training Optimization On Convolutional Neural Network (Cnn)  A Rachmad, DMJ Purnomo, MF Rachmadi, A Wibowo
2016   An Improved Image Classification Method Considering Rotation Based on Convolutional Neural Network  J Qu
2016   Rank-based 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   Multi-view 3D Models from Single Images with a Convolutional Network  M Tatarchenko, A Dosovitskiy, T Brox
2016   Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification  S Pang, Y Xinyi
2016   Selective Convolutional Descriptor Aggregation for Fine-Grained 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   Churn analysis using deep convolutional neural networks and autoencoders  A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit
2016   High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks  Z Wu, C Shen, A Hengel
2016   3D-based Deep Convolutional Neural Network for Action Recognition with Depth Sequences  Z Liu, C Zhang, Y Tian
2016   M $^ 2$ S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection  M Lingxun, L Yan
2016   Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition  Z Xie, Z Sun, L Jin, Z Feng, S Zhang
2016   Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3-D 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   Multiple Object Scene Description for the Visually Impaired Using Pre-trained 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 Auto-encoders with Symmetric Skip Connections  XJ Mao, C Shen, YB Yang
2016   Accurate On-Road Vehicle Detection with Deep Fully Convolutional Networks  Z Jie, WF Lu, EHF Tay
2016   Convolutional Deep Neural Network on a GPU  S Pillai, S Pillai
2016   Deep MRI brain extraction: A 3D convolutional neural network for skull stripping  J Kleesiek, G Urban, A Hubert, D Schwarz
2016   String representations and distances in deep convolutional neural networks for image classification  C Barat, C Ducottet
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   Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap 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 multi-view three-dimensional convolutional neural networks  T He, H Mao, Z Yi
2016   Star-galaxy Classification Using Deep Convolutional Neural Networks  EJ Kim, RJ Brunner
2016   Recurrent Fully Convolutional Neural Networks for Multi-slice 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: multi-tracer convolutional retreatment of standard products  R Fablet, J Verron, B Mourre, B Chapron, A Pascual
2016   Convolutional Deep Belief Networks for Single-Cell/Object Tracking in Computational Biology and Computer Vision  B Zhong, S Pan, H Zhang, T Wang, J Du, D Chen
2016   Stroke Sequence-Dependent 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   High-Throughput 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   Transferred Deep Convolutional Neural Network Features for Extensive Facial Landmark Localization  S Zhang, H Yang, ZP YIN
2016   Single-Cell Phenotype Classification Using Deep Convolutional Neural Networks.  O Dürr, B Sick
2016   Deep Convolutional networks with superpixel segmentation for hyperspectral image classification  J Cao, Z Chen, B Wang
2016   Graph-based deep Convolutional networks for Hyperspectral image classification  J Cao, Z Chen, B Wang
2016   Evaluation of Infants with Spinal Muscular Atrophy Type-I 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 random-scale stretched convolutional neural network for high-spatial 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   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 Super-Resolution on Satellite-Derived SST Data  A Ducournau, R Fablet
2016   Fast training of convolutional neural network classifiers through extreme learning machines  Y Yoo, SY Oh
2016   Bi-Level Multi-column 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   A convolutional deep belief network for polarimetric SAR data feature extraction  R Tanase, M Datcu, D Raducanu
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   Multi-view gait recognition using 3D convolutional neural networks  T Wolf, M Babaee, G Rigoll
2016   Two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information  H Guo, G Wang, X Chen
2016   Deeply-Supervised 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   Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks  D Lévy, A Jain
2016   Object Detection via End-to-End Integration of Aspect Ratio and Context Aware Part-based Models and Fully Convolutional Networks  B Li, T Wu, S Shao, L Zhang, R Chu
2016   DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild  RA Güler, G Trigeorgis, E Antonakos, P Snape
2016   Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation  Y Han, K Lee
2016   Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks  T Xue, J Wu, KL Bouman, WT Freeman
2016   Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks  DD Lin, SS Talathi
2016   Convolutional neural network features based change detection in satellite images  AM El Amin, Q Liu, Y Wang
2016   Convolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring  G Anbarjafari
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   Convolutional covariance features: Conception, integration and performance in person re-identification  A Franco, L Oliveira
2016   Video Super-Resolution 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 Auto-Encoders for Feature Representation  B Du, W Xiong, J Wu, L Zhang, D Tao
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   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   Revisiting Deep Convolutional Neural Networks for RGB-D Based Object Recognition  L Madai
2016   Acoustic Scene Classification Using Network-In-Network Based Convolutional Neural Network  A Santoso, CY Wang, JC Wang
2016   Blind Super-Resolution 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   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   Classification in Bone Scintigraphy Images Using Convolutional Neural Networks  J Dang
2016   DeepPainter: Painter Classification Using Deep Convolutional Autoencoders  OE David, NS Netanyahu
2016   Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks  A Mousavian, H Pirsiavash, J Kosecka
2016   Once for All: a Two-flow Convolutional Neural Network for Visual Tracking  K Chen, W Tao
2016   FaceHunter: A multi-task convolutional neural network based face detector  D Wang, J Yang, J Deng, Q Liu
2016   Convolutional Two-Stream 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 Multi-scale 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   Semi-Supervised Classification with Graph Convolutional Networks  TN Kipf, M Welling
2016   A Multi-Scale 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   Sensor-based 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   Layerwise Class-Aware Convolutional Neural Network  Z Cui, Z Niu, L Liu, S Yan
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   Optimizing convolutional neural networks on embedded platforms with OpenCL  A Lokhmotov, G Fursin
2016   Suggesting Moving Positions in Go-Game with Convolutional Neural Networks Trained Data  HH Duc, L Jihoon, J Keechul
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   Photograph aesthetical evaluation and classification with Deep Convolutional Neural Networks  Y Tan, P Tang, Y Zhou, W Luo, Y Kang, G Li
2016   Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning  A Tavanaei, AS Maida
2016   Deep Convolutional Neural Network for 6-DOF 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   Fine-tuning 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   Audio Deepdream: Optimizing Raw Audio With Convolutional Networks.  D Ardila, C Resnick, A Roberts, D Eck
2016   Efficient object detection using convolutional neural network-based hierarchical feature modeling  B Lee, E Erdenee, S Jin, PK Rhee
2016   AUCpreD: proteome-level protein disorder prediction by AUC-maximized 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   Short-time 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 sub-decimeter resolution images with convolutional neural networks  M Volpi, D Tuia
2016   Image classification based on convolutional neural networks with cross-level 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 BioNLP-ST 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 Limited-angle 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 Multiplier-Accumulator  T Na, S Mukhopadhyay
2016   Domain Wall Memory based Convolutional Neural Networks for Bit-width Extendability and Energy-Efficiency  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   Large-scale 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   Context-aware 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 Attribute-driven and Identity-preserving Human Face Generation  M Li, W Zuo, D Zhang
2016   Robot grasp detection using multimodal deep convolutional neural networks  Z Wang, Z Li, B Wang, H Liu
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   Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   Melanoma Detection by Analysis of Clinical Images Using Convolutional Neural Network  E Nasr
2016   Improved Aircraft Recognition for Aerial Refueling Through Data Augmentation in Convolutional Neural Networks  R Mash, B Borghetti, J Pecarina
2016   Semantic-Based Brain MRI Image Segmentation Using Convolutional Neural Network  Y Chou, DJ Lee, D Zhang
2016   Animal Identification in Low Quality Camera-Trap 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 Omni-directional Images  SV Georgakopoulos, K Kottari, K Delibasis
2016   Convolutional Matrix Factorization for Document Context-Aware Recommendation  D Kim, C Park, J Oh, S Lee, H Yu
2016   3D Object Recognition with Convolutional Neural Network  A Garcia
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   Learned Convolutional Denoising  D Bodington
2016   Intrinsic Image Decomposition Using Deep Convolutional Networks  M Vitelli
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   Object Contour Detection with a Fully Convolutional Encoder-Decoder Network  J Yang, B Price, S Cohen, H Lee, MH Yang
2016   Efficient forward propagation of time-sequences in convolutional neural networks using Deep Shifting  K Groenland, S Bohte
2016   Multi-task 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 Encoder-Decoder 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   Multi-crop 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   Attention-Based 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 Super-Resolution  Y Liang, J Wang, S Zhou, Y Gong, N Zheng
2016   Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks  J Park, RJ Javier, T Moon, Y Kim
2016   Fully Convolutional Instance-aware Semantic Segmentation  Y Li, H Qi, J Dai, X Ji, Y Wei
2016   Automatic abdominal multi-organ segmentation using deep convolutional neural network and time-implicit 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   Max-Pooling 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 Mid-Level 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   Video-based convolutional neural networks for activity recognition from robot-centric videos  MS Ryoo, L Matthies
2016   Ceci n'est pas une pipe: A Deep Convolutional Network for Fine-art Paintings Classification  WR Tan, CS Chan, HE Aguirre, K Tanaka
2016   Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics  JA Quinn, R Nakasi, PKB Mugagga, P Byanyima
2016   Improvements to Tracking Pedestrians in Video Streams Using a Pre-trained Convolutional Neural Network  M Ramin
2016   Prognostics of Combustion Instabilities from Hi-speed 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   Latent fingerprint minutia extraction using fully convolutional network  Y Tang, F Gao, J Feng
2016   Comprehensive Evaluation of OpenCL-based 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   Garments Texture Design Class Identification Using Deep Convolutional Neural Network  SMS Islam, EK Dey, MNA Tawhid, BMM Hossain
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 peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box  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
2015   Cattle Race Classification Using Gray Level Co-occurrence 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   Multiclass classification based on a deep convolutional network for head pose estimation  CAI Ying, M YANG, LI Jun
2015   Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   A PCA-Based Convolutional Network  Y Gan, J Liu, J Dong, G Zhong
2015   Deep convolutional neural networks for ATR from SAR imagery  DAE Morgan
2015   A New Multi-channels 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   High-Resolution 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 Spatio-Temporal Convolutional Networks  L Sun, K Jia, DY Yeung, BE Shi
2015   ZNN-A Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-Core and Many-Core Shared Memory Machines  A Zlateski, K Lee, HS Seung
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   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   Bottom-up and top-down reasoning with convolutional latent-variable models  P Hu, D Ramanan
2015   A Convolutional Neural Network Cascade for Face Detection  H Li, Z Lin, X Shen, J Brandt, G Hua
2015   Sketch-based 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   Facial Expression Recognition Using Kinect Depth Sensor and Convolutional Neural Networks  EP Ijjina, CK Mohan
2015   Multi-view 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
2015   Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks  EP Ijjina, CK Mohan
2015   An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation  X Wu
2015   Multi-scale Convolutional Neural Networks for Lung Nodule Classification  W Shen, M Zhou, F Yang, C Yang, J Tian
2015   DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey
2015   A Facial Expression Recognition System Using Convolutional Networks  AT Lopes, E de Aguiar, T Oliveira
2015   Learning features from Improved Dense Trajectories using deep convolutional networks for Human Activity Recognition  S Muralidharan, BC Burnaby, M Javan, QC Montreal
2015   A Reliable Distributed Convolutional Neural Network for Biology Image Segmentation  X Zhang, G Tan, M Chen
2015   Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos  L Cao, Z Yan, JR Smith
2015   Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference  Y Gal, Z Ghahramani
2015   SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet  L Zhang, D Zhang
2015   Inverting Convolutional Networks with Convolutional Networks  A Dosovitskiy, T Brox
2015   Accelerating real-time embedded scene labeling with convolutional networks  L Cavigelli, M Magno, L Benini
2015   An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation  M Lyksborg, O Puonti, M Agn, R Larsen
2015   VoxNet: A 3D Convolutional Neural Network for Real-Time Object Recognition  D Maturana, S Scherer
2015   Pedestrian Detection Using Convolutional Neural Networks  D Molin
2015   Phone recognition with hierarchical convolutional deep maxout networks  L Tóth
2015   Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses  D Higgins, L Chen, M Heilman, K Zechner, N Madnani
2015   Simultaneous classification of several features of a person's appearance using a deep convolutional neural network  AI Kukharenko, AS Konushin
2015   Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition  B Liu, J Liu, J Wang, H Lu
2015   A Generative Model for Deep Convolutional Learning  Y Pu, X Yuan, L Carin
2015   Large scale crowd analysis based on convolutional neural network  L Cao, X Zhang, W Ren, K Huang
2015   Hand Segmentation with Structured Convolutional Learning  N Neverova, C Wolf, GW Taylor, F Nebout
2015   Image Classification Using Convolutional Neural Networks With Multi-stage Feature  J Yim, J Ju, H Jung, J Kim
2015   Convolutional deep-learning artificial neural networks  VP Lutsiv
2015   Pedestrian detection based on deep convolutional neural network with ensemble inference network  H Fukui, T Yamashita, Y Yamauchi, H Fujiyoshi
2015   Deep Convolutional Neural Networks for Smile Recognition  PO Glauner
2015   Deep Convolutional Networks are Hierarchical Kernel Machines  F Anselmi, L Rosasco, CTT Poggio
2015   Initialization Strategies of Spatio-Temporal Convolutional Neural Networks  E Mansimov, N Srivastava, R Salakhutdinov
2015   Probabilistic Binary-Mask Cocktail-Party Source Separation in a Convolutional Deep Neural Network  AJR Simpson
2015   Local Convolutional Features with Unsupervised Training for Image Retrieval  M Paulin, M Douze, Z Harchaoui, J Mairal, F Perronnin
2015   Scene Classification via a Gradient Boosting Random Convolutional Network Framework  F Zhang, B Du, L Zhang
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation  V Badrinarayanan, A Kendall, R Cipolla
2015   Multi-Scale Convolutional Architecture for Semantic Segmentation  A Raj, D Maturana, S Scherer
2015   Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multi-scale Convolutional Network and Graph Partitioning  Y Song, L Zhang, S Chen, D Ni, B Lei, T Wang
2015   Improving Computer-aided 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   Scalable Multi-Neighborhood Learning For Convolutional Networks  E Barshan, P Fieguth, A Wong
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   A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network  C Zhu, X Qiu, X Chen, X Huang
2015   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
2015   DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition  W Yang, L Jin, D Tao, Z Xie, Z Feng
2015   Reducing weight precision of convolutional neural networks towards large-scale on-chip image recognition  Z Ji, I Ovsiannikov, Y Wang, L Shi, Q Zhang
2015   Deep convolutional neural networks for classifying GPR B-scans  LE Besaw, PJ Stimac
2015   Origami: A Convolutional Network Accelerator  L Cavigelli, D Gschwend, C Mayer, S Willi, B Muheim
2015   Convolutional Neural Networks for Correcting English Article Errors  Y Zhao, X Wang
2015   AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structure-based 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
2015   DeepChart: Combining Deep Convolutional Networks and Deep Belief Networks in Chart Classification  B Tang, X Liu, J Lei, M Song, D Tao, S Sun, F Dong
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 C-means clustering and convolutional neural networks  V John, S Mita, Z Liu, B Qi
2015   Human arm pose modeling with learned features using joint convolutional neural network  C Li, NHC Yung, EY Lam
2015   Driving posture recognition by convolutional neural networks  C Yan, F Coenen, B Zhang
2015   Fine-Tuning Convolutional Neural Networks Using Harmony Search  G Rosa, J Papa, A Marana, W Scheirer, D Cox
2015   Boosting-Like Deep Convolutional Network for Pedestrian Detection  L Wang, B Zhang, W Yang
2015   Nonlinear Metric Learning with Deep Convolutional Neural Network for Face Verification  R Huang, F Lang, C Shu
2015   Learning The Structure of Deep Convolutional Networks  J Feng, T Darrell
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 Light-Field Image Super-Resolution  Y Yoon, HG Jeon, D Yoo, JY Lee, I Kweon
2015   PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization  A Kendall, M Grimes, R Cipolla
2015   Cross-Layer Features In Convolutional Neural Networks For Generic Classification Tasks  KC Peng, T Chen
2015   Modeling Long Temporal Contexts In Convolutional Neural Network-Based Phone Recognition  L Tóth
2015   Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks  A Dosovitskiy, P Fischer, J Springenberg, M Riedmiller
2015   Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution 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
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   Non-Linear 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   SA-CNN: 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   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   An Efficient and Effective Convolutional Auto-Encoder 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  P Hála
2015   Convolutional Data: Towards Deep Audio Learning from Big Data  H Ali, SN Tran, ASA Garcez, T Weyde
2015   Denoising Convolutional Autoencoders for Noisy Speech Recognition  M Kayser, V Zhong
2015   Convolutional Networks in Scene Labelling  A Paranjape, A Mudassir
2015   Deep Convolutional Network for Handwritten Chinese Character Recognition  Y Zhang
2015   Plankton Classification Using Hybrid Convolutional Network-Random Forests Architectures  P Jindal, R Mundra
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   Learning visual odometry with a convolutional network  K Konda, R Memisevic
2015   A theoretical argument for complex-valued convolutional networks  J Bruna, S Chintala, Y LeCun, S Piantino, A Szlam
2015   Deep Convolutional Inverse Graphics Network  TD Kulkarni, W Whitney, P Kohli, JB Tenenbaum
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 Fine-Grained 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   Time-series modeling with undecimated fully convolutional neural networks  R Mittelman
2015   An Ensemble Convolutional Echo State Networks for Facial Expression Recognition  G Wen, H Li, D Li
2015   Cascade Of Classifiers Based On Binary, Non-Binary And Deep Convolutional Network Descriptors For Video Concept Detection  F Markatopoulou, V Mezaris, I Patras
2015   Fine-tuning a Convolutional Network for Cultural Even Recognition  A Calafell Orós
2015   Convolutional deep learning for 3D object retrieval  W Nie, Q Cao, A Liu, Y Su
2015   Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks  Z Wang, T Oates
2015   Effective Facial Expression Recognition via the Boosted Convolutional Neural Network  Z Liu, H Wang, Y Yan, G Guo
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   Deep Clustered Convolutional Kernels  M Kim, L Rigazio
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   Blind inpainting using the fully convolutional neural network  N Cai, Z Su, Z Lin, H Wang, Z Yang, BWK Ling
2015   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  L Shen, Z Lin, Q Huang
2015   Mixed handwritten and printed digit recognition in Sudoku with Convolutional Deep Belief Network  B Wicht, J Henneberty
2015   Region-based Convolutional Networks for Accurate Object Detection and Segmentation  R Girshick, J Donahue, T Darrell, J Malik
2015   Multi-Scale Pyramid Pooling for Deep Convolutional Representation  D Yoo, S Park, JY Lee, I Kweon
2015   Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks  LA Gatys, AS Ecker, M Bethge
2015   No-reference image quality assessment using Prewitt magnitude based on convolutional neural networks  J Li, L Zou, J Yan, D Deng, T Qu, G Xie
2015   Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation  Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang
2015   Convolutional networks for real-time 6-DOF camera relocalization  A Kendall, M Grimes, R Cipolla
2015   Twitter Sentiment Analysis Using Deep Convolutional Neural Network  D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling  V Badrinarayanan, A Handa, R Cipolla
2015   The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization  P Le, W Zuidema
2015   DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System  J Amoh, K Odame
2015   Malaysia traffic sign recognition with convolutional neural network  MM Lau, KH Lim, AA Gopalai
2015   A Linguistically Informed Convolutional Neural Network  S Ebert, NT Vu, H Schütze
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   Food image recognition using deep convolutional network with pre-training and fine-tuning  K Yanai, Y Kawano
2015   Classifying Digestive Organs in Wireless Capsule Endoscopy Images Based on Deep Convolutional Neural Network  Y Zou, L Li, Y Wang, J Yu, Y Li, WJ Deng
2015   DeepCNF-D: Predicting Protein Order/Disorder Regions by Weighted Deep Convolutional Neural Fields  S Wang, S Weng, J Ma, Q Tang
2015   The Genetic Convolutional Neural Network Model Based on Random Sample  Y Zhining, P Yunming
2015   Microscopy Cell Counting with Fully Convolutional Regression Networks  W Xie, JA Noble, A Zisserman
2015   Teaching iCub to recognize objects using deep Convolutional Neural Networks  G Pasquale, C Ciliberto, F Odone, L Rosasco, L Natale
2015   Nonparametric Scene Parsing With Deep Convolutional Features And Dense Alignment  CH Ma, CT Hsu, B Huet
2015   Effective Semantic Pixel labelling with Convolutional Networks and Conditional Random Fields  S Paisitkriangkrai, J Sherrah, P Janney
2015   On the Location Dependence of Convolutional Neural Network Features  S Workman, N Jacobs
2015   Deep Convolutional Networks on Graph-Structured Data  M Henaff, J Bruna, Y LeCun
2015   Kernelized Deep Convolutional Neural Network for Describing Complex Images  Z Liu
2015   DAG of convolutional networks for semantic labeling  A Boulch
2015   DeXpression: Deep Convolutional Neural Network for Expression Recognition  P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki
2015   Predicting and Understanding Urban Perception with Convolutional Neural Networks  L Porzi, S Rota Bulò, B Lepri, E Ricci
2015   Semi-and Weakly-Supervised 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   Compressing Convolutional Neural Networks  W Chen, JT Wilson, S Tyree, KQ Weinberger, Y Chen
2015   Adaptive Cascade Deep Convolutional Neural Networks for Face Alignment  Y Dong, Y Wu
2015   U-Net: Convolutional Networks for Biomedical Image Segmentation  O Ronneberger, P Fischer, T Brox
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   Multiple Convolutional Neural Network for Feature Extraction  GW Yang, HF Jing
2015   Pedestrian Detection Via Pca Filters Based Convolutional Channel  W Ke, Y Zhang, P Wei, Q Ye, J Jiao
2015   A Data-Reuse Aware Accelerator for Large-Scale Convolutional Networks  M Peemen, B Mesman, H Corporaal
2015   End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning  L Zhang, L Lin, X Wu, S Ding, L Zhang
2015   ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds  J Masci, D Boscaini, MM Bronstein, P Vandergheynst
2015   End-to-end Convolutional Network for Saliency Prediction  J Pan, X Giró
2015   CNNTracker: Online Discriminative Object Tracking via Deep Convolutional Neural Network  Y Chen, X Yang, B Zhong, S Pan, D Chen, H Zhang
2015   Convolutional Neural Networks with Intra-layer Recurrent Connections for Scene Labeling  M Liang, X Hu, B Zhang
2015   From Pixels to Torques: Policy Learning using Deep Dynamical Convolutional Networks  JAM Assael
2015   Deep Convolutional Features for Image Based Retrieval and Scene Categorization  A Mousavian, J Kosecka
2015   Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images  JG Zilly, JM Buhmann, D Mahapatra
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 Re-Identification  E Ustinova, Y Ganin, V Lempitsky
2015   Convolutional Feature Learning and Hybrid CNN-HMM Model for Scene Number Recognition  Q Guo, F Wang, J Lei, D Tu, G Li
2015   Maxout neurons for deep convolutional and LSTM neural networks in speech recognition  M Cai, J Liu
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   VLIW Code Generation for a Convolutional Network Accelerator  M Peemen, W Pramadi, B Mesman, H Corporaal
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   UCT-Enhanced Deep Convolutional Neural Network for Move Recommendation in Go  S Paisarnsrisomsuk
2015   Sign Language Recognition using 3D convolutional neural networks  J Huang, W Zhou, H Li, W Li
2015   Fine-tuning deep convolutional networks for plant recognition  AK Reyes, JC Caicedo, JE Camargo
2015   On the use of Convolutional Neural Networks for Pedestrian Detection  SC Masip
2015   A CGRA-Based Approach for Accelerating Convolutional Neural Networks  M Tanomoto, S Takamaeda
2015   Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification  Y Cao, R Xu, T Chen
2015   Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI  R Manor, A Geva
2015   Temporal Convolutional Neural Networks for Diagnosis from Lab Tests  N Razavian, D Sontag
2015   FlowNet: Learning Optical Flow with Convolutional Networks  P Fischer, A Dosovitskiy, E Ilg, P Häusser, C Hazırbaş
2015   Classifying Relations by Ranking with Convolutional Neural Networks  CN Santos, B Xiang, B Zhou
2015   Compression Artifacts Reduction by a Deep Convolutional Network  C Dong, Y Deng, CC Loy, X Tang
2015   Extracting human attributes using a convolutional neural network approach  HA Perlin, HS Lopes
2015   Learning visual similarity for product design with convolutional neural networks  S Bell, K Bala
2015   Parametric Learning of Deep Convolutional Neural Network  R Zhong, T Tezuka
2015   Cross-Level: A Practical Strategy for Convolutional Neural Networks Based Image Classification  Y Liu, B Yin, J Yu, ZF Wang
2015   Conditional generative adversarial nets for convolutional face generation  J Gauthier
2015   The Impact of Imbalanced Training Data for Convolutional Neural Networks  D Masko, P Hensman
2015   Learning Deep State Representations With Convolutional Autoencoders  G Barth
2015   Deep Convolutional Neural Networks for Multi-Modality Isointense Infant Brain Image Segmentation  W Zhang, R Li, H Deng, L Wang, W Lin, S Ji, D Shen
2015   Image Super-Resolution Using Deep Convolutional Networks  C Dong, CC Loy, K He, X Tang
2015   Protein secondary structure prediction using deep convolutional neural fields  S Wang, J Peng, J Ma, J Xu
2015   A new unsupervised convolutional neural network model for Chinese scene text detection  X Ren, K Chen, X Yang, Y Zhou, J He, J Sun
2015   Head detection based on convolutional neural network with multi-stage weighted feature  T Rui, J Fei, P Cui, Y Zhou, H Fang
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   StixelNet: A Deep Convolutional Network for Obstacle Detection and Road Segmentation  D Levi, N Garnett, E Fetaya, I Herzlyia, I Rehovot
2015   Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach  M Fire, J Schler
2015   Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network  AJR Simpson, G Roma, MD Plumbley
2015   Convolutional Neural Network-Based 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   Scale-invariant learning and convolutional networks  S Chintala, MA Ranzato, A Szlam, Y Tian, M Tygert
2015   Deep-Plant: 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 FPGA-based Accelerator Design for Deep Convolutional Neural Networks  C Zhang, P Li, G Sun, Y Guan, B Xiao, J Cong
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   Single-view to Multi-view: Reconstructing Unseen Views with a Convolutional Network  M Tatarchenko, A Dosovitskiy, T Brox
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   Convolutional Pseudo-Prior 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 High-level Prior with Convolutional Neural Networks for Semantic Segmentation  H Zheng, Y Liu, M Ji, F Wu, L Fang
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   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   Multi-view Convolutional Neural Networks for 3D Shape Recognition  H Su, S Maji, E Kalogerakis, E Learned
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   Enhanced Image Classification With a Fast-Learning 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 Higher-Level 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 user-friendly 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   Instant Learning: Parallel Deep Neural Networks and Convolutional Bootstrapping  AJR Simpson
2015   Cannet: Context Aware Nonlocal Convolutional Networks For Semantic Image Segmentation  L Ran, Y Zhang
2015   DeepContour: A Deep Convolutional Feature Learned by Positive-sharing Loss for Contour Detection draft version, CVPR2015  W Shen, X Wang, Y Wang, X Bai, Z Zhang
2015   Rotation-invariant convolutional neural networks for galaxy morphology prediction  S Dieleman, KW Willett, J Dambre
2015   Segmentation-Aware Convolutional Nets  AW Harley, KG Derpanis, I Kokkinos
2015   Accurate Image Super-Resolution Using Very Deep Convolutional Networks  J Kim, JK Lee, KM Lee
2015   Deeply-Recursive Convolutional Network for Image Super-Resolution  J Kim, JK Lee, KM Lee
2015   Trainable Convolutional Network Apparatus And Methods For Operating A Robotic Vehicle  P O'connor, E Izhikevich
2015   Environmental sound classification with convolutional neural networks  KJ Piczak
2015   Protein sequence labelling by AUC-maximized 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   Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal  J Sun, W Cao, Z Xu, J Ponce
2015   Recursive Training of 2D-3D 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 Multi-Frame Super-Resolution  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   Spatio-temporal 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 2-Channel Convolutional Neural Network  D Hamester, P Barros, S Wermter
2015   The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification  X Han, Y Zhong, L He, SY Philip, L Zhang
2015   Recursive Training of 2D-3D 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 Micro-Doppler 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   Super-Resolution 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   Cross-dimensional 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   LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks  SCH Hoi, X Wu, H Liu, Y Wu, H Wang, H Xue, Q Wu
2015   Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding  A Kendall, V Badrinarayanan, R Cipolla
2015   Multi-Objective 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 Multi-sensors 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   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   Learning to Answer Questions From Image using Convolutional Neural Network  L Ma, Z Lu, H Li
2015   Dependency-Based Semantic Role Labeling using Convolutional Neural Networks  WR Foland Jr, JH Martin
2015   Comparing Recursive Autoencoder and Convolutional Network for Phrase-Level Sentiment Polarity Classification  J Jurgovsky, M Granitzer
2015   Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions  J Ba, K Swersky, S Fidler, R Salakhutdinov
2015   Implementation of Training Convolutional Neural Networks  T Liu, S Fang, Y Zhao, P Wang, J Zhang
2015   Highly Accurate Food/Non-Food 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   Three-Label 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 Single-Layer 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   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   Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets  D Rueda
2015   Convolutional Networks on Graphs for Learning Molecular Fingerprints  D Duvenaud, D Maclaurin, J Aguilera
2015   Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation  T Brosch, Y Yoo, LYW Tang, DKB Li, A Traboulsee
2015   Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree  CY Lee, PW Gallagher, Z Tu
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 Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained 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 Multi-Class Multiple Instance Learning  D Pathak, E Shelhamer, J Long, 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   Occlusion Edge Detection in RGB-D 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   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   DeepID-Net: multi-stage 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 Multi-Scale Convolutional Architecture  D Eigen, R Fergus
2014   Long-term 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   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   Age Estimation by Multi-scale Convolutional Network  D Yi, Z Lei, SZ Li
2014   Convolutional Neural Networks at Constrained Time Cost  K He, J Sun
2014   Deep Convolutional Neural Network for Image Deconvolution  L Xu, JSJ Ren, C Liu, J Jia
2014   A new algorithm on variable-rate convolutional broadcast for network coding in cyclic networks  Z Jin, J Huang, W Cheng, C Yang
2014   Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale 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   Temporal Dropout of Changes Approach to Convolutional Learning of Spatio-Temporal Features  D Culibrk, N Sebe
2014   DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks  T Chen, D Borth, T Darrell, SF Chang
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 Tree-Based 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 large-scale speech tasks  TN Sainath, B Kingsbury, G Saon, H Soltau
2014   Visual Sentiment Prediction with Deep Convolutional Neural Networks  C Xu, S Cetintas, KC Lee, LJ Li
2014   Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition  Y Cao, Y Chen, D Khosla
2014   Learning to Generate Chairs with Convolutional Neural Networks  A Dosovitskiy, JT Springenberg, T Brox
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 Semi-Supervised 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   End-to-End Integration of a Convolutional Network, Deformable Parts Model and Non-Maximum Suppression  L Wan, D Eigen, R Fergus
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   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 RGB-D Object Recognition  S Tu, Y Xue, J Wang, X Huang, X Zhang
2014   DeepID-Net: 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   Real-Time 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 High-Resolution 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 Signal-based 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   Spatially-sparse convolutional neural networks  B Graham
2014   Real-time continuous pose recovery of human hands using convolutional networks  J Tompson, M Stein, Y Lecun, K Perlin
2014   Evaluating software-based fingerprint liveness detection using Convolutional Networks and Local Binary Patterns  R Frassetto Nogueira, R de Alencar Lotufo
2014   Reading Text in the Wild with Convolutional Neural Networks  M Jaderberg, K Simonyan, A Vedaldi, A Zisserman
2014   Image Recognition Using Convolutional Neural Networks  DY Amit
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