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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

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Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

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Title
Improving Confidence Estimates for Unfamiliar Examples Zhizhong Li Derek Hoiem 106 10 0 09 Apr 2018
Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images Gongning Luo Suyu Dong Kuanquan Wang W. Zuo Shaodong Cao Henggui Zhang 84 72 0 09 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 103 564 0 09 Apr 2018
Policy Gradient With Value Function Approximation For Collective Multiagent Planning D. Nguyen Akshat Kumar H. Lau 96 43 0 09 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 90 101 0 09 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 135 989 0 09 Apr 2018
Estimating Depth from RGB and Sparse Sensing Zhao Chen Vijay Badrinarayanan Gilad Drozdov Andrew Rabinovich MDE 3DV 76 109 0 08 Apr 2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 168 1,041 0 08 Apr 2018
Personalized Classifier for Food Image Recognition Shota Horiguchi Sosuke Amano Makoto Ogawa Kiyoharu Aizawa 60 71 0 08 Apr 2018
Deep Person Detection in 2D Range Data Lucas Beyer Alexander Hermans Timm Linder Kai O. Arras Bastian Leibe 56 13 0 06 Apr 2018
Automatic Prediction of Building Age from Photographs Matthias Zeppelzauer Miroslav Despotovic Muntaha Sakeena David Koch M. Döller 39 48 0 06 Apr 2018
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 57 54 0 06 Apr 2018
Guess Where? Actor-Supervision for Spatiotemporal Action Localization Victor Escorcia Cuong Duc Dao Mihir Jain Guohao Li Cees G. M. Snoek 141 30 0 05 Apr 2018
Bringing Cartoons to Life: Towards Improved Cartoon Face Detection and Recognition Systems Saurav Jha Nikhil Agarwal S. Agarwal CVBM 3DH 67 12 0 05 Apr 2018
Learning to Separate Object Sounds by Watching Unlabeled Video Ruohan Gao Rogerio Feris Kristen Grauman SSL 83 285 0 05 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 362 824 0 04 Apr 2018
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input David Harwath Adrià Recasens Dídac Surís Galen Chuang Antonio Torralba James R. Glass 129 201 0 04 Apr 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 165 1,323 0 04 Apr 2018
Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset Xinpeng Chen Jingyuan Chen Lin Ma Jian Yao Wen Liu Jiebo Luo Tong Zhang AI4TS VGen 37 20 0 04 Apr 2018
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition Rajeev Ranjan Ankan Bansal Hongyu Xu S. Sankaranarayanan Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 157 61 0 03 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 119 128 0 03 Apr 2018
PhaseNet for Video Frame Interpolation Simone Schaub-Meyer Abdelaziz Djelouah Brian McWilliams A. Sorkine-Hornung Markus Gross Christopher Schroers 96 181 0 03 Apr 2018
End-to-End Dense Video Captioning with Masked Transformer Luowei Zhou Yingbo Zhou Jason J. Corso R. Socher Caiming Xiong 113 531 0 03 Apr 2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models B. Rouhani Huili Chen F. Koushanfar 130 48 0 02 Apr 2018
Learning Intrinsic Image Decomposition from Watching the World Zhengqi Li Noah Snavely 73 175 0 02 Apr 2018
Fixed-sized representation learning from Offline Handwritten Signatures of different sizes L. G. Hafemann R. Sabourin Luiz Eduardo Soares de Oliveira 136 66 0 02 Apr 2018
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks Dongwook Lee Jaejun Yoo S. Tak J. C. Ye OOD 89 300 0 02 Apr 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 99 227 0 02 Apr 2018
Toward Intelligent Vehicular Networks: A Machine Learning Framework Le Liang Hao Ye Geoffrey Ye Li 83 208 0 01 Apr 2018
Substitute Teacher Networks: Learning with Almost No Supervision Samuel Albanie James Thewlis Joao F. Henriques 34 2 0 01 Apr 2018
Aggregated Momentum: Stability Through Passive Damping James Lucas Shengyang Sun R. Zemel Roger C. Grosse 97 68 0 01 Apr 2018
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing Baochang Zhang Jiaxin Gu Chen Chen Jiawei Han Xiangbo Su Xianbin Cao Jianzhuang Liu 72 51 0 01 Apr 2018
Training Tips for the Transformer Model Martin Popel Ondrej Bojar 110 312 0 01 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz Niru Maheswaranathan Brian Cheung Jascha Narain Sohl-Dickstein SSL OOD 91 123 0 31 Mar 2018
Iterative Learning with Open-set Noisy Labels Yisen Wang Weiyang Liu Xingjun Ma James Bailey H. Zha Le Song Shutao Xia NoLa 92 329 0 31 Mar 2018
Understanding Autoencoders with Information Theoretic Concepts Shujian Yu José C. Príncipe AI4CE 144 136 0 30 Mar 2018
Guide Me: Interacting with Deep Networks Christian Rupprecht Iro Laina Nassir Navab Gregory Hager Federico Tombari HAI 73 38 0 30 Mar 2018
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wen Liu 99 92 0 30 Mar 2018
The Resistance to Label Noise in K-NN and DNN Depends on its Concentration Amnon Drory Oria Ratzon S. Avidan Raja Giryes 57 16 0 30 Mar 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 78 30 0 30 Mar 2018
Efficient and Deep Person Re-Identification using Multi-Level Similarity Yiluan Guo Ngai-Man Cheung 101 96 0 30 Mar 2018
Detecting Alzheimer's Disease Using Gated Convolutional Neural Network from Audio Data Tifani Warnita Nakamasa Inoue Koichi Shinoda 36 40 0 30 Mar 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 77 11 0 29 Mar 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang Alex Schwing GAN 65 226 0 29 Mar 2018
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering Unnat Jain Svetlana Lazebnik Alex Schwing MLLM 81 82 0 29 Mar 2018
Towards Open-Set Identity Preserving Face Synthesis Jianmin Bao Dong Chen Fang Wen Houqiang Li G. Hua CVBM GAN 83 249 0 29 Mar 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 186 1,837 0 29 Mar 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 110 411 0 29 Mar 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 151 241 0 29 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 70 60 0 28 Mar 2018