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Identity Mappings in Deep Residual Networks

16 March 2016

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Papers citing "Identity Mappings in Deep Residual Networks"

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Title
Spatiotemporal Residual Networks for Video Action Recognition Christoph Feichtenhofer A. Pinz Richard P. Wildes 140 719 0 07 Nov 2016
The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs Yong Guo Jian Chen Qingyao Wu Anton Van Den Hengel Javen Qinfeng Shi Mingkui Tan 98 13 0 06 Nov 2016
Beyond Fine Tuning: A Modular Approach to Learning on Small Data Ark Anderson Kyle Shaffer A. Yankov Court D. Corley Nathan Oken Hodas 39 15 0 06 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 557 5,392 0 05 Nov 2016
Learning Identity Mappings with Residual Gates Pedro H. P. Savarese Leonardo O. Mazza Daniel R. Figueiredo 74 7 0 04 Nov 2016
Demystifying ResNet Sihan Li Jiantao Jiao Yanjun Han Tsachy Weissman 76 38 0 03 Nov 2016
Deep Convolutional Neural Network Design Patterns L. Smith Nicholay Topin AI4CE OOD 101 59 0 02 Nov 2016
Flood-Filling Networks Michał Januszewski Jeremy B. Maitin-Shepard Peter H. Li J. Kornfeld W. Denk Viren Jain 151 43 0 01 Nov 2016
Neural Machine Translation in Linear Time Nal Kalchbrenner L. Espeholt Karen Simonyan Aaron van den Oord Alex Graves Koray Kavukcuoglu AIMat 124 553 0 31 Oct 2016
Tensor Switching Networks Chuan-Yung Tsai Andrew M. Saxe David D. Cox 50 10 0 31 Oct 2016
M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification Rémi Cadène Thomas Robert Nicolas Thome Matthieu Cord 72 31 0 18 Oct 2016
Removal of Batch Effects using Distribution-Matching Residual Networks Uri Shaham Kelly P. Stanton Jun Zhao Huamin Li K. Raddassi Ruth R. Montgomery Y. Kluger 107 163 0 13 Oct 2016
Deep Pyramidal Residual Networks Dongyoon Han Jiwhan Kim Junmo Kim 136 694 0 10 Oct 2016
Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition Zecheng Xie Zenghui Sun Lianwen Jin Hao Ni Terry Lyons 118 124 0 09 Oct 2016
Crafting GBD-Net for Object Detection Xingyu Zeng Wanli Ouyang Junjie Yan Hongsheng Li Tong Xiao ... Yucong Zhou Binh Yang Zhe Wang Hui Zhou Xiaogang Wang ObjD 84 138 0 08 Oct 2016
Video Pixel Networks Nal Kalchbrenner Aaron van den Oord Karen Simonyan Ivo Danihelka Oriol Vinyals Alex Graves Koray Kavukcuoglu 111 426 0 03 Oct 2016
Accelerating Deep Convolutional Networks using low-precision and sparsity Ganesh Venkatesh Eriko Nurvitadhi Debbie Marr 83 135 0 02 Oct 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 138 2,075 0 01 Oct 2016
Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge Adrian Bulat Georgios Tzimiropoulos CVBM 72 75 0 29 Sep 2016
Byte-based Language Identification with Deep Convolutional Networks Johannes Bjerva 45 16 0 28 Sep 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 180 1,637 0 27 Sep 2016
Visual Fashion-Product Search at SK Planet Taewan Kim Seyeong Kim Sangil Na Hayoon Kim Moonki Kim Beyeongki Jeon 73 6 0 26 Sep 2016
Real-time Human Pose Estimation from Video with Convolutional Neural Networks Marko Linna Arno Solin Esa Rahtu 3DH 46 10 0 23 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 80 459 0 22 Sep 2016
Semantic Tagging with Deep Residual Networks Johannes Bjerva Barbara Plank Johan Bos VLM SSeg 76 78 0 22 Sep 2016
Deep Learning for Video Classification and Captioning Zuxuan Wu Ting Yao Yanwei Fu Yu-Gang Jiang 3DV VLM 71 124 0 22 Sep 2016
Multi-Residual Networks: Improving the Speed and Accuracy of Residual Networks M. Abdi S. Nahavandi 47 39 0 19 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 307 10,741 0 15 Sep 2016
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach Giorgio Patrini A. Rozza A. Menon Richard Nock Zhuang Li NoLa 153 1,461 0 13 Sep 2016
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 104 520 0 06 Sep 2016
Linking Image and Text with 2-Way Nets Aviv Eisenschtat Lior Wolf 96 177 0 29 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 1.0K 36,980 0 25 Aug 2016
Local Binary Convolutional Neural Networks Felix Juefei Xu Vishnu Boddeti Marios Savvides MQ 80 253 0 22 Aug 2016
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation Hao Chen Qi Dou Lequan Yu Pheng-Ann Heng 86 140 0 21 Aug 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 96 585 0 15 Aug 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 92 1,049 0 14 Aug 2016
Stacked Approximated Regression Machine: A Simple Deep Learning Approach Zhangyang Wang Shiyu Chang Qing Ling Shuai Huang Helen Zhou Honghui Shi Thomas S. Huang BDL 119 2 0 14 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 367 8,207 0 13 Aug 2016
Residual Networks of Residual Networks: Multilevel Residual Networks Ke Zhang Miao Sun T. Han Xingfang Yuan Liru Guo Tao Liu 101 310 0 09 Aug 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 89 23 0 16 Jun 2016
Improving Variational Inference with Inverse Autoregressive Flow Diederik P. Kingma Tim Salimans Rafal Jozefowicz Xi Chen Ilya Sutskever Max Welling BDL DRL 162 1,827 0 15 Jun 2016
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 105 226 0 08 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 355 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 81 53 0 03 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 349 18,361 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 111 58 0 31 May 2016
Density estimation using Real NVP Falong Shen Jascha Sohl-Dickstein Gang Zeng DRL 102 47 0 27 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 88 309 0 26 May 2016