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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
Video Super-resolution with Temporal Group Attention Takashi Isobe Songjiang Li Xu Jia Shanxin Yuan Greg Slabaugh Chunjing Xu Yali Li Shengjin Wang Qi Tian SupR 85 171 0 21 Jul 2020
The Effects of Approximate Multiplication on Convolutional Neural Networks Min Soo Kim A. D. Del Barrio Hyunjin Kim N. Bagherzadeh 43 47 0 20 Jul 2020
Second-Order Pooling for Graph Neural Networks Zhengyang Wang Shuiwang Ji GNN 76 82 0 20 Jul 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 61 21 0 20 Jul 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Zhengyang Shen Lingshen He Zhouchen Lin Jinwen Ma 97 47 0 20 Jul 2020
GPU coprocessors as a service for deep learning inference in high energy physics J. Krupa Kelvin Lin M. Acosta Flechas Jack T. Dinsmore Javier Mauricio Duarte ... K. Pedro D. Rankin Natchanon Suaysom Matthew Trahms N. Tran BDL 3DV 99 33 0 20 Jul 2020
Pillar-based Object Detection for Autonomous Driving Yue Wang Alireza Fathi Abhijit Kundu David A. Ross C. Pantofaru Thomas Funkhouser Justin Solomon 3DPC 147 220 0 20 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition Xitong Yang Xiaodong Yang Sifei Liu Deqing Sun L. Davis Jan Kautz SSL 110 13 0 20 Jul 2020
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Yang Zou Xiaodong Yang Zhiding Yu B. Kumar Jan Kautz 101 214 0 20 Jul 2020
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering Wonjik Kim Asako Kanezaki Masayuki Tanaka 109 216 0 20 Jul 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho FAtt 105 128 0 20 Jul 2020
Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020 Haisheng Su Jinyuan Feng Hao Shao Zhenyu Jiang Manyuan Zhang Wei Wu Yu Liu Hongsheng Li Junjie Yan 42 0 0 20 Jul 2020
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation Medhini Narasimhan Erik Wijmans Xinlei Chen Trevor Darrell Dhruv Batra Devi Parikh Amanpreet Singh 76 56 0 20 Jul 2020
ContactPose: A Dataset of Grasps with Object Contact and Hand Pose Samarth Brahmbhatt Chengcheng Tang Christopher D. Twigg Charles C. Kemp James Hays 106 212 0 19 Jul 2020
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit Emma Rocheteau Pietro Lio Stephanie L. Hyland OOD 64 60 0 18 Jul 2020
Volumetric Transformer Networks Seungryong Kim Sabine Süsstrunk Mathieu Salzmann ViT 107 5 0 18 Jul 2020
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach Ailing Zeng Xiao Sun Fuyang Huang Minhao Liu Qiang Xu Stephen Lin 88 183 0 18 Jul 2020
Temporal Complementary Learning for Video Person Re-Identification Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 75 114 0 18 Jul 2020
Learn distributed GAN with Temporary Discriminators Hui Qu Yikai Zhang Qi Chang Zhennan Yan Chao Chen Dimitris N. Metaxas FedML 55 16 0 17 Jul 2020
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod GAN MedIm 48 24 0 17 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 91 61 0 17 Jul 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild Taeyoung Son Juwon Kang N. Kim Sunghyun Cho Suha Kwak OOD 104 49 0 17 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 115 207 0 17 Jul 2020
EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection Tengteng Huang Yanfeng Guo Xiwu Chen X. Bai 3DPC 92 369 0 17 Jul 2020
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge Yinzheng Gu Yihan Pan Shizhe Chen 72 2 0 17 Jul 2020
Contextualizing Enhances Gradient Based Meta Learning Evan Vogelbaum Rumen Dangovski L. Jing Marin Soljacic 126 3 0 17 Jul 2020
Adaptive Task Sampling for Meta-Learning Chenghao Liu Zhihao Wang Doyen Sahoo Yuan Fang Kun Zhang Guosheng Lin 104 55 0 17 Jul 2020
Kronecker Attention Networks Hongyang Gao Zhengyang Wang Shuiwang Ji 55 33 0 16 Jul 2020
Appearance-Preserving 3D Convolution for Video-based Person Re-identification Xinqian Gu Hong Chang Bingpeng Ma Hongkai Zhang Xilin Chen 3DH 3DPC 86 138 0 16 Jul 2020
Autoregressive Unsupervised Image Segmentation Yassine Ouali C´eline Hudelot Myriam Tami SSL 107 87 0 16 Jul 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 152 1,009 0 16 Jul 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances Jihoon Tack Sangwoo Mo Jongheon Jeong Jinwoo Shin OODD 89 608 0 16 Jul 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 192 403 0 16 Jul 2020
HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems Ali Heydarigorji Siavash Rezaei Mahdi Torabzadehkashi Hossein Bobarshad V. Alves Pai H. Chou 89 14 0 16 Jul 2020
OrbNet: Deep Learning for Quantum Chemistry Using Symmetry-Adapted Atomic-Orbital Features Zhuoran Qiao Matthew Welborn Anima Anandkumar F. Manby Thomas F. Miller AI4CE 104 218 0 15 Jul 2020
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs Martin Leipert Georg Vogeler Mathias Seuret Andreas Maier Vincent Christlein 33 1 0 15 Jul 2020
Gradient-based Hyperparameter Optimization Over Long Horizons P. Micaelli Amos Storkey 132 15 0 15 Jul 2020
Concept Learners for Few-Shot Learning Kaidi Cao Maria Brbic J. Leskovec VLM OffRL 92 4 0 14 Jul 2020
Add a SideNet to your MainNet Adrien Morisot 23 0 0 14 Jul 2020
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter Guilin Liu Rohan Taori Ting-Chun Wang Zhiding Yu Shiqiu Liu F. Reda Karan Sapra Andrew Tao Bryan Catanzaro DiffM 46 16 0 14 Jul 2020
AQD: Towards Accurate Fully-Quantized Object Detection Peng Chen Jing Liu Bohan Zhuang Mingkui Tan Chunhua Shen MQ 95 9 0 14 Jul 2020
Generating Visually Aligned Sound from Videos Peihao Chen Yang Zhang Mingkui Tan Hongdong Xiao Deng Huang Chuang Gan VGen 114 97 0 14 Jul 2020
Face to Purchase: Predicting Consumer Choices with Structured Facial and Behavioral Traits Embedding Zhe Liu Xianzhi Wang Lina Yao Jake An Lei Bai Ee-Peng Lim CVBM 67 8 0 14 Jul 2020
Graph Structure of Neural Networks Jiaxuan You J. Leskovec Kaiming He Saining Xie GNN 84 143 0 13 Jul 2020
Whitening for Self-Supervised Representation Learning Aleksandr Ermolov Aliaksandr Siarohin E. Sangineto N. Sebe SSL 116 316 0 13 Jul 2020
IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos Gyeongsik Moon Heeseung Kwon Kyoung Mu Lee Minsu Cho 70 26 0 13 Jul 2020
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos Lifang Wu Zhou Yang Qi Wang Meng Jian Boxuan Zhao Junchi Yan Chang Wen Chen 70 33 0 13 Jul 2020
Probabilistic bounds on neuron death in deep rectifier networks Blaine Rister D. Rubin 62 1 0 13 Jul 2020
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer Duo Li Anbang Yao Qifeng Chen 61 31 0 13 Jul 2020
Learning to Learn Parameterized Classification Networks for Scalable Input Images Duo Li Anbang Yao Qifeng Chen 67 12 0 13 Jul 2020