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

11 February 2015

Sergey Ioffe

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

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Title
NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations Marco Ciccone Marco Gallieri Jonathan Masci Christian Osendorfer Faustino J. Gomez 30 56 0 19 Apr 2018
Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition Okan Kopuklu Neslihan Köse Gerhard Rigoll 33 111 0 19 Apr 2018
Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System Stefan Kahl Thomas Wilhelm-Stein Holger Klinck Danny Kowerko Maximilian Eibl 25 28 0 19 Apr 2018
Real Time Emulation of Parametric Guitar Tube Amplifier With Long Short Term Memory Neural Network Thomas Schmitz J. Embrechts 11 10 0 19 Apr 2018
Reconstruction of Simulation-Based Physical Field by Reconstruction Neural Network Method Yu Li Hu Wang Kangjia Mo Tao Zeng 3DV AI4CE 32 7 0 19 Apr 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 34 317 0 18 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile Devices R. Wang Xiang Li Charles X. Ling ObjD 22 454 0 18 Apr 2018
Shaking Acoustic Spectral Sub-bands Can Better Regularize Learning in Affective Computing Che-Wei Huang Shrikanth Narayanan 26 4 0 18 Apr 2018
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition Kartik Hegde Jiyong Yu R. Agrawal Mengjia Yan Michael Pellauer Christopher W. Fletcher 22 165 0 18 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 88 264 0 17 Apr 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 83 1,774 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
Heterogeneous Multilayer Generalized Operational Perceptron D. Tran S. Kiranyaz Moncef Gabbouj Alexandros Iosifidis 14 66 0 13 Apr 2018
Transformation on Computer-Generated Facial Image to Avoid Detection by Spoofing Detector H. Nguyen Ngoc-Dung T. Tieu Hoang-Quoc Nguyen-Son Junichi Yamagishi Isao Echizen CVBM 11 8 0 12 Apr 2018
Image Correction via Deep Reciprocating HDR Transformation Xin Yang Ke Xu Yibing Song Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 27 108 0 12 Apr 2018
Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI Sahin Olut Y. Sahin Ugur Demir Gözde B. Ünal MedIm GAN 29 66 0 12 Apr 2018
Model identification for ARMA time series through convolutional neural networks Wai Hoh Tang A. Röllin 18 17 0 12 Apr 2018
Deep Neural Networks Motivated by Partial Differential Equations Lars Ruthotto E. Haber AI4CE 27 485 0 12 Apr 2018
Geometric Consistency for Self-Supervised End-to-End Visual Odometry Ganesh Iyer Krishna Murthy Jatavallabhula Gunshi Gupta K. M. Krishna Liam Paull SSL 21 51 0 11 Apr 2018
Exploring Disentangled Feature Representation Beyond Face Identification Yu Liu Fangyin Wei Jing Shao Lu Sheng Junjie Yan Xiaogang Wang CoGe CVBM 27 155 0 10 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 553 0 09 Apr 2018
Policy Gradient With Value Function Approximation For Collective Multiagent Planning D. Nguyen Akshat Kumar H. Lau 15 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 30 100 0 09 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 25 1,000 0 08 Apr 2018
Personalized Classifier for Food Image Recognition Shota Horiguchi Sosuke Amano Makoto Ogawa Kiyoharu Aizawa 16 71 0 08 Apr 2018
Deep Person Detection in 2D Range Data Lucas Beyer Alexander Hermans Timm Linder Kai O. Arras Bastian Leibe 19 12 0 06 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 32 200 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 36 1,305 0 04 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 32 126 0 03 Apr 2018
PhaseNet for Video Frame Interpolation Simone Schaub-Meyer Abdelaziz Djelouah Brian McWilliams A. Sorkine-Hornung Markus Gross Christopher Schroers 19 179 0 03 Apr 2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models B. Rouhani Huili Chen F. Koushanfar 43 48 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 23 64 0 02 Apr 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 30 226 0 02 Apr 2018
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present Xinpeng Chen Lin Ma Wenhao Jiang Jian Yao Wen Liu 17 92 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 36 29 0 30 Mar 2018
Efficient and Deep Person Re-Identification using Multi-Level Similarity Yiluan Guo Ngai-man Cheung 25 96 0 30 Mar 2018
Detecting Alzheimer's Disease Using Gated Convolutional Neural Network from Audio Data Tifani Warnita Nakamasa Inoue Koichi Shinoda 24 40 0 30 Mar 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 21 11 0 29 Mar 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang Alex Schwing GAN 20 221 0 29 Mar 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 41 1,786 0 29 Mar 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 48 407 0 29 Mar 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 41 240 0 29 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Single Day Outdoor Photometric Stereo Yannick Hold-Geoffroy Paulo F. U. Gotardo Jean-François Lalonde 30 15 0 28 Mar 2018
Learning Deep Representations with Probabilistic Knowledge Transfer Nikolaos Passalis Anastasios Tefas 31 406 0 28 Mar 2018
Artificial Intelligence and Robotics Javier Andreu-Perez F. Deligianni D. Ravì Guang-Zhong Yang 25 195 0 28 Mar 2018
Unsupervised Predictive Memory in a Goal-Directed Agent Greg Wayne Chia-Chun Hung David Amos M. Berk Mirza Arun Ahuja ... David Silver Koray Kavukcuoglu M. Botvinick Demis Hassabis Timothy Lillicrap 44 190 0 28 Mar 2018
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot G. Wang 33 464 0 27 Mar 2018
Calibrated Prediction Intervals for Neural Network Regressors Gil Keren N. Cummins Björn Schuller UQCV 30 31 0 26 Mar 2018
Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision Jussi Hanhirova Teemu Kämäräinen S. Seppälä M. Siekkinen V. Hirvisalo Antti Ylä-Jääski 26 90 0 26 Mar 2018