Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

6 February 2015

Papers citing "Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification"

50 / 5,459 papers shown

Title
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 326 8,750 0 15 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 93 48 0 08 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 335 2,085 0 07 Jun 2016
Very Deep Convolutional Networks for Text Classification Alexis Conneau Holger Schwenk Loïc Barrault Yann LeCun AI4CE 103 320 0 06 Jun 2016
How Deep is the Feature Analysis underlying Rapid Visual Categorization? S. Eberhardt Jonah Cader Thomas Serre 76 53 0 03 Jun 2016
Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks Shizhao Sun Wei Chen Jiang Bian Xiaoguang Liu Tie-Yan Liu FedML 51 29 0 02 Jun 2016
Improving Deep Neural Network with Multiple Parametric Exponential Linear Units Yang Li Chunxiao Fan Yong Li Qiong Wu Yue Ming 75 83 0 01 Jun 2016
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets Srikrishna Karanam Mengran Gou Ziyan Wu Angels Rates-Borras Mario Sznaier Richard J. Radke 108 58 0 31 May 2016
Adaptive Learning Rate via Covariance Matrix Based Preconditioning for Deep Neural Networks Yasutoshi Ida Yasuhiro Fujiwara Sotetsu Iwamura ODL 13 0 0 31 May 2016
Deep convolutional neural networks for predominant instrument recognition in polyphonic music Yoonchang Han Jae‐Hun Kim Kyogu Lee 76 207 0 31 May 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 90 200 0 30 May 2016
Density estimation using Real NVP Falong Shen Jascha Sohl-Dickstein Gang Zeng DRL 102 47 0 27 May 2016
No bad local minima: Data independent training error guarantees for multilayer neural networks Daniel Soudry Y. Carmon 214 236 0 26 May 2016
Deeply-Fused Nets Jingdong Wang Zhen Wei Ting Zhang Wenjun Zeng FedML 192 98 0 25 May 2016
FractalNet: Ultra-Deep Neural Networks without Residuals Gustav Larsson Michael Maire Gregory Shakhnarovich 170 941 0 24 May 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 377 8,013 0 23 May 2016
Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups Yani Andrew Ioannou D. Robertson R. Cipolla A. Criminisi 100 266 0 20 May 2016
One-shot Learning with Memory-Augmented Neural Networks Adam Santoro Sergey Bartunov M. Botvinick Daan Wierstra Timothy Lillicrap 86 527 0 19 May 2016
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction Zeming Lin Jack Lanchantin Yanjun Qi 3DV 85 43 0 10 May 2016
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks Jun-Cheng Chen Rajeev Ranjan Swami Sankaranarayanan Amit Kumar Ching-Hui Chen Vishal M. Patel Carlos D. Castillo Rama Chellappa CVBM 100 97 0 09 May 2016
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 82 167 0 05 May 2016
Deep Colorization Zezhou Cheng Qingxiong Yang Bin Sheng 96 547 0 30 Apr 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 136 252 0 30 Apr 2016
Image Colorization Using a Deep Convolutional Neural Network T. Nguyen Kazuki Mori R. Thawonmas GAN 55 26 0 27 Apr 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 67 427 0 26 Apr 2016
Real-time Action Recognition with Enhanced Motion Vector CNNs Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang 85 420 0 26 Apr 2016
Refining Architectures of Deep Convolutional Neural Networks S. Shankar D. Robertson Yani Andrew Ioannou A. Criminisi R. Cipolla 3DV 40 30 0 22 Apr 2016
Network of Experts for Large-Scale Image Categorization Karim Ahmed M. H. Baig Lorenzo Torresani 99 126 0 20 Apr 2016
Triplet Probabilistic Embedding for Face Verification and Clustering S. Sankaranarayanan A. Alavi Carlos D. Castillo Rama Chellappa CVBM 3DH 130 215 0 19 Apr 2016
Deep Residual Networks with Exponential Linear Unit Anish Shah Eashan Kadam Hena Shah Sameer Shinde Sandip Shingade 119 120 0 14 Apr 2016
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 262 257 0 13 Apr 2016
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction Victor Campos Brendan Jou Xavier Giró-i-Nieto 45 188 0 12 Apr 2016
Recurrent Attentional Networks for Saliency Detection Jason Kuen Zhenhua Wang G. Wang 83 238 0 12 Apr 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 181 4,983 0 11 Apr 2016
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation G. Ros Simon Stent P. Alcantarilla Tomoki Watanabe 68 55 0 06 Apr 2016
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 92 91 0 05 Apr 2016
Multi-Bias Non-linear Activation in Deep Neural Networks Hongyang Li Wanli Ouyang Xiaogang Wang 69 64 0 03 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 101 1,722 0 02 Apr 2016
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents Sebastian Sudholt G. Fink SSeg 96 226 0 01 Apr 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 110 710 0 29 Mar 2016
Resnet in Resnet: Generalizing Residual Architectures S. Targ Diogo Almeida Kevin Lyman SSeg 104 834 0 25 Mar 2016
Learning Image Matching by Simply Watching Video Gucan Long L. Kneip J. Álvarez Hongdong Li 60 205 0 19 Mar 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 71 314 0 19 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 171 3,062 0 18 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 381 10,217 0 16 Mar 2016
Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors Christos Louizos Max Welling BDL 97 257 0 15 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 111 177 0 05 Mar 2016
Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks Devansh Arpit Yingbo Zhou Bhargava U. Kota V. Govindaraju 111 127 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 128 2,660 0 04 Mar 2016
Decision Forests, Convolutional Networks and the Models in-Between Yani Andrew Ioannou D. Robertson Darko Zikic Peter Kontschieder Jamie Shotton Matthew Brown A. Criminisi 154 88 0 03 Mar 2016