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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
Deep Learning for Classical Japanese Literature Tarin Clanuwat Mikel Bober-Irizar A. Kitamoto Alex Lamb Kazuaki Yamamoto David R Ha 113 714 0 03 Dec 2018
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization Siyuan Qiao Zhe Lin Jianming Zhang Alan Yuille 63 23 0 02 Dec 2018
Deep Cosine Metric Learning for Person Re-Identification N. Wojke Alex Bewley 131 357 0 02 Dec 2018
Stochastic Training of Residual Networks: a Differential Equation Viewpoint Qi Sun Yunzhe Tao Q. Du 76 24 0 01 Dec 2018
Mixed Precision Quantization of ConvNets via Differentiable Neural Architecture Search Bichen Wu Yanghan Wang Peizhao Zhang Yuandong Tian Peter Vajda Kurt Keutzer MQ 78 274 0 30 Nov 2018
Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition Tong Yu Didier Mutter J. Marescaux N. Padoy 82 48 0 30 Nov 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 310 460 0 30 Nov 2018
PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network Zichao Long Yiping Lu Bin Dong AI4CE 91 554 0 30 Nov 2018
Parsing R-CNN for Instance-Level Human Analysis Lu Yang Q. Song Zhihui Wang Ming Jiang SSeg 126 123 0 30 Nov 2018
Incremental Scene Synthesis Benjamin Planche Xuejian Rong Ziyan Wu Srikrishna Karanam H. Kosch Yingli Tian Jan Ernst Andreas Hutter 81 7 0 29 Nov 2018
Data-parallel distributed training of very large models beyond GPU capacity Samuel Matzek M. Grossman Minsik Cho Anar Yusifov Bryant Nelson A. Juneja GNN 34 3 0 29 Nov 2018
TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks Lile Cai Anne-Maelle Barneche Arthur Herbout Chuan-Sheng Foo Jie Lin V. Chandrasekhar M. Sabry 65 16 0 29 Nov 2018
Global Second-order Pooling Convolutional Networks Zilin Gao Jiangtao Xie Qilong Wang P. Li 112 336 0 29 Nov 2018
Shared Representational Geometry Across Neural Networks Qihong Lu Po-Hsuan Chen Jonathan W. Pillow Peter J. Ramadge K. A. Norman Uri Hasson OOD 39 11 0 28 Nov 2018
Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network Antônio H. Ribeiro Manoel Horta Ribeiro Gabriela M. M. Paixão D. Oliveira P. R. Gomes Jéssica A. Canazart M. Pifano Wagner Meira Thomas B. Schon A. L. Ribeiro 25 8 0 28 Nov 2018
You Look Twice: GaterNet for Dynamic Filter Selection in CNNs Zhourong Chen Yang Li Samy Bengio Si Si 105 99 0 27 Nov 2018
Label-Noise Robust Generative Adversarial Networks Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada NoLa 104 60 0 27 Nov 2018
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan Chunfeng Song Jun Xiao 153 212 0 27 Nov 2018
A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks Jinghui Chen Dongruo Zhou Jinfeng Yi Quanquan Gu AAML 93 68 0 27 Nov 2018
Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization Shirsendu Sukanta Halder Kanjar De P. Roy GAN 18 3 0 27 Nov 2018
Sequentially Aggregated Convolutional Networks Yiwen Huang Rihui Wu Pinglai Ou Ziyong Feng 30 1 0 27 Nov 2018
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies Bao Wang Binjie Yuan Zuoqiang Shi Stanley J. Osher AAML OOD 78 15 0 26 Nov 2018
Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks Jianyu Wang Haichao Zhang OOD AAML 87 119 0 26 Nov 2018
GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming Yiheng Zhu Yichen Yao Zili Wu Yujie Chen Guozheng Li Haoyuan Hu Yinghui Xu 48 6 0 26 Nov 2018
Unsupervised learning with sparse space-and-time autoencoders Benjamin Graham 3DPC 26 1 0 26 Nov 2018
Forward Stability of ResNet and Its Variants Linan Zhang Hayden Schaeffer 121 48 0 24 Nov 2018
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 101 16 0 23 Nov 2018
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 102 331 0 22 Nov 2018
Task-generalizable Adversarial Attack based on Perceptual Metric Muzammal Naseer Salman H. Khan Shafin Rahman Fatih Porikli AAML 73 40 0 22 Nov 2018
Towards Robust Neural Networks with Lipschitz Continuity Muhammad Usama D. Chang OOD 61 10 0 22 Nov 2018
Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs Yifan Yang Qijing Huang Bichen Wu Tianjun Zhang Liang Ma ... Michaela Blott Sebastiano Fabio Schifano K. Vissers J. Wawrzynek Kurt Keutzer 102 118 0 21 Nov 2018
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides Naofumi Tomita B. Abdollahi Jason W. Wei Bing Ren A. Suriawinata Saeed Hassanpour MedIm 82 171 0 20 Nov 2018
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging Qingjie Meng Matthew Sinclair V. Zimmer Benjamin Hou Martin Rajchl ... J. Housden Jacqueline Matthew Daniel Rueckert Julia A. Schnabel Bernhard Kainz 44 1 0 20 Nov 2018
Generalizable Adversarial Training via Spectral Normalization Farzan Farnia Jesse M. Zhang David Tse OOD AAML 83 140 0 19 Nov 2018
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Ruijia Xu Guanbin Li Jihan Yang Liang Lin 82 17 0 19 Nov 2018
Integrating domain knowledge: using hierarchies to improve deep classifiers C. Brust Joachim Denzler 65 39 0 17 Nov 2018
PydMobileNet: Improved Version of MobileNets with Pyramid Depthwise Separable Convolution Van-Thanh Hoang K. Jo 58 3 0 17 Nov 2018
Relational Long Short-Term Memory for Video Action Recognition Zexi Chen B. Ramachandra Tianfu Wu Ranga Raju Vatsavai 114 5 0 16 Nov 2018
Minimum weight norm models do not always generalize well for over-parameterized problems Vatsal Shah Anastasios Kyrillidis Sujay Sanghavi 105 21 0 16 Nov 2018
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Yanping Huang Yonglong Cheng Ankur Bapna Orhan Firat Mia Xu Chen ... HyoukJoong Lee Jiquan Ngiam Quoc V. Le Yonghui Wu Zhifeng Chen GNN MoE 52 7 0 16 Nov 2018
Residual Convolutional Neural Network Revisited with Active Weighted Mapping HyoungHo Jung Ryong Lee Sanghwan Lee Wonjun Hwang 28 5 0 16 Nov 2018
Real-time Power System State Estimation and Forecasting via Deep Neural Networks Liang Zhang G. Wang G. Giannakis AI4TS 100 188 0 15 Nov 2018
Drop-Activation: Implicit Parameter Reduction and Harmonic Regularization Senwei Liang Y. Khoo Haizhao Yang AI4CE 28 1 0 14 Nov 2018
Vehicle Re-identification Using Quadruple Directional Deep Learning Features Jianqing Zhu H. Zeng Jingchang Huang Tianran Ouyang Zhen Lei C. Cai Lixin Zheng 59 149 0 13 Nov 2018
CUNI System for the WMT18 Multimodal Translation Task Jindřich Helcl Jindrich Libovický Dušan Variš 118 57 0 12 Nov 2018
Integrating Multiple Receptive Fields through Grouped Active Convolution Yunho Jeon Junmo Kim 47 3 0 11 Nov 2018
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks Iurii Kemaev Daniil Polykovskiy Dmitry Vetrov SSeg 42 3 0 11 Nov 2018
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features Yongpei Zhu Zicong Zhou G. Liao Qianxi Yang Kehong Yuan 13 1 0 10 Nov 2018
Detecting Work Zones in SHRP 2 NDS Videos Using Deep Learning Based Computer Vision Franklin Abodo Robert Rittmuller Brian Sumner Andrew Berthaume 42 8 0 10 Nov 2018
Measuring the Effects of Data Parallelism on Neural Network Training Christopher J. Shallue Jaehoon Lee J. Antognini J. Mamou J. Ketterling Yao Wang 126 409 0 08 Nov 2018