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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
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks Wenjie Luo Yujia Li R. Urtasun R. Zemel HAI 104 1,809 0 15 Jan 2017
Modularized Morphing of Neural Networks Tao Wei Changhu Wang Chen Chen 55 20 0 12 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 233 416 0 11 Jan 2017
Revisiting Deep Intrinsic Image Decompositions Qingnan Fan Jiaolong Yang G. Hua Baoquan Chen David Wipf 182 9 0 11 Jan 2017
Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks Junbo Zhang Yu Zheng Dekang Qi Ruiyuan Li Xiuwen Yi Tianrui Li GNN 3DPC HAI AI4TS 78 439 0 10 Jan 2017
Visualizing Residual Networks Brian Chu Daylen Yang Ravi Tadinada FAtt 41 13 0 09 Jan 2017
Oriented Response Networks Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao 87 262 0 07 Jan 2017
Akid: A Library for Neural Network Research and Production from a Dataism Approach Shuai Li 20 0 0 03 Jan 2017
Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning Amit Shaked Lior Wolf 3DV 152 199 0 31 Dec 2016
Feedback Networks Amir Zamir Te-Lin Wu Lin Sun Bokui (William) Shen Jitendra Malik Silvio Savarese 95 211 0 30 Dec 2016
Automatic Discoveries of Physical and Semantic Concepts via Association Priors of Neuron Groups Shuai Li Kui Jia Xiaogang Wang 20 0 0 30 Dec 2016
FastMask: Segment Multi-scale Object Candidates in One Shot Hexiang Hu Shiyi Lan Yuning Jiang Zhimin Cao Fei Sha SSeg 3DPC 86 28 0 28 Dec 2016
Steerable CNNs Taco S. Cohen Max Welling BDL 147 499 0 27 Dec 2016
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 138 216 0 22 Dec 2016
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology K. Paeng Sangheum Hwang Sunggyun Park Minsoo Kim 63 78 0 21 Dec 2016
An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu G. Wang Jianfei Cai Tsuhan Chen 95 134 0 21 Dec 2016
Wide-Slice Residual Networks for Food Recognition N. Martinel G. Foresti C. Micheloni 128 201 0 20 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 86 66 0 19 Dec 2016
Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator Namhoon Lee Xinshuo Weng Vishnu Boddeti Yu Zhang Fares N. Beainy Kris Kitani T. Kanade 3DH 66 9 0 15 Dec 2016
Inverse Compositional Spatial Transformer Networks Chen-Hsuan Lin Simon Lucey 87 162 0 12 Dec 2016
Generalizable Features From Unsupervised Learning M. Berk Mirza Aaron Courville Yoshua Bengio SSL OOD 58 17 0 12 Dec 2016
Deep TEN: Texture Encoding Network Hang Zhang Jia Xue Kristin J. Dana 3DV 153 232 0 08 Dec 2016
Spatially Adaptive Computation Time for Residual Networks Michael Figurnov Maxwell D. Collins Yukun Zhu Li Zhang Jonathan Huang Dmitry Vetrov Ruslan Salakhutdinov 75 351 0 07 Dec 2016
Video Ladder Networks Francesco Cricri Xingyang Ni Mikko Honkala Emre B. Aksu Moncef Gabbouj 90 27 0 06 Dec 2016
Trained Ternary Quantization Chenzhuo Zhu Song Han Huizi Mao W. Dally MQ 153 1,035 0 04 Dec 2016
In Teacher We Trust: Learning Compressed Models for Pedestrian Detection Jonathan Shen Noranart Vesdapunt Vishnu Boddeti Kris Kitani 53 29 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 646 1,529 0 30 Nov 2016
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections Jianfeng Dong Xiao-Jiao Mao Chunhua Shen Yubin Yang SSL 30 6 0 28 Nov 2016
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos Linchao Zhu Zhongwen Xu Yi Yang 90 76 0 28 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 97 565 0 24 Nov 2016
PVANet: Lightweight Deep Neural Networks for Real-time Object Detection Sanghoon Hong Byungseok Roh Kye-Hyeon Kim Yeongjae Cheon Minje Park ObjD 75 83 0 23 Nov 2016
Deep Convolutional Neural Networks with Merge-and-Run Mappings Liming Zhao Jingdong Wang Xi Li Zhuowen Tu Yueting Zhuang MoMe 111 68 0 23 Nov 2016
Multigrid Neural Architectures Tsung-Wei Ke Michael Maire Stella X. Yu 70 10 0 23 Nov 2016
Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition Zewang Zhang Zheng Sun Jiaqi Liu Jingwen Chen Zhao Huo Xiao Zhang 58 13 0 22 Nov 2016
ResFeats: Residual Network Based Features for Image Classification A. Mahmood Bennamoun Senjian An Ferdous Sohel VLM SSeg 73 59 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 296 2,852 0 20 Nov 2016
Object Recognition with and without Objects Zhuotun Zhu Lingxi Xie Alan Yuille OCL ObjD 146 81 0 20 Nov 2016
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification Woong Bae J. Yoo J. C. Ye SupR 116 182 0 19 Nov 2016
Improving training of deep neural networks via Singular Value Bounding Kui Jia AAML 102 91 0 18 Nov 2016
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks Xingcheng Zhang Zhizhong Li Chen Change Loy Dahua Lin MDE 77 261 0 17 Nov 2016
Factorized Bilinear Models for Image Recognition Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 91 97 0 17 Nov 2016
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows Jason Kuen Xiangfei Kong G. Wang Yap-Peng Tan 59 14 0 17 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 534 10,373 0 16 Nov 2016
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation Jose Caballero C. Ledig Andrew P. Aitken Alejandro Acosta J. Totz Zehan Wang Wenzhe Shi SupR 107 664 0 16 Nov 2016
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo Hongyang Chao 89 89 0 15 Nov 2016
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 130 399 0 14 Nov 2016
Low Data Drug Discovery with One-shot Learning Han Altae-Tran Bharath Ramsundar Aneesh S. Pappu Vijay S. Pande 116 690 0 10 Nov 2016
Variational Lossy Autoencoder Xi Chen Diederik P. Kingma Tim Salimans Yan Duan Prafulla Dhariwal John Schulman Ilya Sutskever Pieter Abbeel DRL SSL GAN 213 676 0 08 Nov 2016
The Loss Surface of Residual Networks: Ensembles and the Role of Batch Normalization Etai Littwin Lior Wolf UQCV 167 15 0 08 Nov 2016
Designing Neural Network Architectures using Reinforcement Learning Bowen Baker O. Gupta Nikhil Naik Ramesh Raskar 137 1,472 0 07 Nov 2016