Title
Deep Neural Network Concepts for Background Subtraction: A Systematic Review and Comparative Evaluation T. Bouwmans S. Javed M. Sultana Soon Ki Jung 167 327 0 13 Nov 2018
Handwriting Recognition of Historical Documents with few labeled data Edgard Chammas C. Mokbel Laurence Likforman-Sulem 101 54 0 10 Nov 2018
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images Han Liu Lei Wang Y. Nan F. Jin Qi Wang J. Pu 273 103 0 30 Oct 2018
Convolutional neural networks with extra-classical receptive fields Brian Hu Stefan Mihalas 108 3 0 27 Oct 2018
Using stigmergy to incorporate the time into artificial neural networks Federico A. Galatolo M. G. Cimino G. Vaglini SyDa 37 4 0 26 Oct 2018
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function Xiaobin Hu Hongwei Bran Li Yu Zhao Chao Dong Bjoern Menze Marie Piraud 121 19 0 22 Oct 2018
Brain Tumor Image Retrieval via Multitask Learning Maxim Pisov Gleb Makarchuk V. Kostjuchenko A. Dalechina A. Golanov Mikhail Belyaev 78 7 0 22 Oct 2018
Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects N. L. Hir Olivier Sigaud Alban Laflaquière 93 6 0 11 Oct 2018
Multi-Level Contextual Network for Biomedical Image Segmentation Amirhossein Dadashzadeh Alireza Tavakoli Targhi SSeg MedIm 57 1 0 30 Sep 2018
Semantic and structural image segmentation for prosthetic visionPLoS ONE (PLoS ONE), 2018 Melani Sanchez-Garcia Ruben Martinez-Cantin Jose J. Guerrero 213 4 0 25 Sep 2018
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 462 2,289 0 18 Sep 2018
Deep Learning for Generic Object Detection: A Survey Tianpeng Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 594 2,634 0 06 Sep 2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning Morten Kolbaek 159 7 0 31 Aug 2018
A Novel Deep Neural Network Architecture for Mars Visual Navigation Jiang Zhang Yuanqing Xia Ganghui Shen 89 7 0 25 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang Hanwang Zhang Jianfei Cai 209 74 0 01 Aug 2018
Text Classification based on Multiple Block Convolutional Highways S. M. Rezaeinia A. Ghodsi R. Rahmani AI4TS 110 5 0 23 Jul 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 163 126 0 21 Jul 2018
Efficient ConvNets for Analog ArraysFrontiers in Neuroscience (Front. Neurosci.), 2018 Malte J. Rasch Tayfun Gokmen Mattia Rigotti W. Haensch 127 12 0 03 Jul 2018
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous mediaWater Resources Research (WRR), 2018 S. Mo Yinhao Zhu N. Zabaras Xiaoqing Shi Jichun Wu AI4CE 207 303 0 02 Jul 2018
Adversarial Perturbations Against Real-Time Video Classification SystemsNetwork and Distributed System Security Symposium (NDSS), 2018 Shasha Li Ajaya Neupane S. Paul Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury A. Swami AAML 207 128 0 02 Jul 2018
Active query-driven visual search using probabilistic bisection and convolutional neural networks Athanasios Tsiligkaridis Theodoros Tsiligkaridis ObjD 200 0 0 28 Jun 2018
A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing Chaitanya Nagpal S. Dubey CVBM 173 95 0 08 May 2018
A New Channel Boosted Convolutional Neural Network using Transfer Learning Asifullah Khan A. Sohail Amna Ali 260 42 0 23 Apr 2018
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks Milad Mozafari M. Ganjtabesh A. Nowzari-Dalini S. Thorpe T. Masquelier 238 170 0 31 Mar 2018
Detecting Alzheimer's Disease Using Gated Convolutional Neural Network from Audio Data Tifani Warnita Nakamasa Inoue Koichi Shinoda 118 43 0 30 Mar 2018
Unpaired Image Captioning by Language PivotingEuropean Conference on Computer Vision (ECCV), 2018 Jiuxiang Gu Shafiq Joty Jianfei Cai G. Wang 221 88 0 14 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 363 964 0 03 Mar 2018
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalPattern Recognition (Pattern Recognit.), 2018 Xuefei Zhe Shifeng Chen Hong-Mei Yan 156 74 0 27 Feb 2018
From BoW to CNN: Two Decades of Texture Representation for Texture Classification Tianpeng Liu Jie Chen Paul Fieguth Guoying Zhao Rama Chellappa M. Pietikäinen 3DV 264 347 0 31 Jan 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 116 16 0 29 Jan 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks Jason Kuen Xiangfei Kong Zhe Lin G. Wang Jianxiong Yin Simon See Yap-Peng Tan BDL 138 26 0 29 Jan 2018
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning Battista Biggio Fabio Roli AAML 337 1,520 0 08 Dec 2017
Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks T. Nguyen Y. Chevaleyre Edi Prifti Nataliya Sokolovska Jean-Daniel Zucker 95 21 0 01 Dec 2017
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu Jianfei Cai Shafiq Joty Li Niu G. Wang VLM 286 381 0 17 Nov 2017
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 409 1,137 0 12 Nov 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 556 2,655 0 15 Oct 2017
Microaneurysm Detection in Fundus Images Using a Two-step Convolutional Neural Networks Noushin Eftekheri Mojtaba Masoudi H. Pourreza Kamaledin Ghiasi Shirazi Ehsan Saeedi 109 128 0 14 Oct 2017
Real-Time Multiple Object Tracking - A Study on the Importance of Speed Samuel Murray VOT 146 49 0 11 Sep 2017
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 207 188 0 11 Sep 2017
Deep learning: Technical introduction T. Epelbaum PINN 83 25 0 05 Sep 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 112 14 0 24 Aug 2017
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification Abul Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 210 98 0 13 Jun 2017
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images B. Bejnordi G. Zuidhof M. Balkenhol M. Hermsen P. Bult Bram van Ginneken N. Karssemeijer G. Litjens Jeroen van der Laak 213 167 0 10 May 2017
Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks Yehui Yang Tao Li Wensi Li Haishan Wu Wei Fan Wensheng Zhang MedIm 101 190 0 02 May 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 247 150 0 03 Apr 2017
DeepVisage: Making face recognition simple yet with powerful generalization skills A. Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 186 47 0 24 Mar 2017
Deeply-Supervised CNN for Prostate Segmentation Qikui Zhu Bo Du Baris Turkbey Peter L. Choyke Pingkun Yan MedIm 149 209 0 22 Mar 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 127 3 0 19 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 1.5K 12,000 0 19 Feb 2017
An Empirical Study of Language CNN for Image CaptioningIEEE International Conference on Computer Vision (ICCV), 2016 Jiuxiang Gu G. Wang Jianfei Cai Tsuhan Chen 229 147 0 21 Dec 2016