v1v2v3 (latest)

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

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

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

50 / 11,294 papers shown

Title
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 199 501 0 24 Apr 2018
Decorrelated Batch Normalization Lei Huang Dawei Yang B. Lang Jia Deng 77 193 0 23 Apr 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 261 1,315 0 23 Apr 2018
N-fold Superposition: Improving Neural Networks by Reducing the Noise in Feature Maps Yang Liu Qiang Qu Chao Gao 40 0 0 23 Apr 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 99 381 0 23 Apr 2018
Decoupled Networks Weiyang Liu Ziqiang Liu Zhiding Yu Bo Dai Rongmei Lin Yisen Wang James M. Rehg Le Song OOD 68 70 0 22 Apr 2018
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching Xiao Yang Madian Khabsa Miaosen Wang Wei Wang Madian Khabsa Ahmed Hassan Awadallah Daniel Kifer C. Lee Giles 64 23 0 22 Apr 2018
Variational Inference In Pachinko Allocation Machines Akash Srivastava Charles Sutton 78 6 0 21 Apr 2018
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 280 1,941 0 20 Apr 2018
Super-resolution Ultrasound Localization Microscopy through Deep Learning Ruud J. G. van Sloun Oren Solomon M. Bruce Zin Z. Khaing H. Wijkstra Yonina C. Eldar M. Mischi 88 140 0 20 Apr 2018
Revisiting Small Batch Training for Deep Neural Networks Dominic Masters Carlo Luschi ODL 83 671 0 20 Apr 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen Yang Liu Xiang Gao Zhen Han CVBM 3DH 131 566 0 20 Apr 2018
Learning More Robust Features with Adversarial Training Shuangtao Li Yuanke Chen Yanlin Peng Lin Bai OOD AAML 69 23 0 20 Apr 2018
Deep Triplet Ranking Networks for One-Shot Recognition Meng Ye Yuhong Guo 59 36 0 19 Apr 2018
NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations Marco Ciccone Marco Gallieri Jonathan Masci Christian Osendorfer Faustino J. Gomez 117 57 0 19 Apr 2018
Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition Okan Kopuklu Neslihan Köse Gerhard Rigoll 73 113 0 19 Apr 2018
Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System Stefan Kahl Thomas Wilhelm-Stein Holger Klinck Danny Kowerko Maximilian Eibl 37 28 0 19 Apr 2018
Real Time Emulation of Parametric Guitar Tube Amplifier With Long Short Term Memory Neural Network Thomas Schmitz J. Embrechts 29 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 87 7 0 19 Apr 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 98 325 0 18 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile Devices R. Wang Xiang Li Charles X. Ling ObjD 87 460 0 18 Apr 2018
Automated detection of vulnerable plaque in intravascular ultrasound images Tae Joon Jun Soo-Jin Kang June-Goo Lee Jihoon Kweon Wonjun Na Daeyoun Kang Dohyeun Kim Daeyoung Kim Young-Hak Kim 59 29 0 18 Apr 2018
ECG arrhythmia classification using a 2-D convolutional neural network Tae Joon Jun Hoang Minh Nguyen Daeyoun Kang Dohyeun Kim Daeyoung Kim Young-Hak Kim 65 231 0 18 Apr 2018
Quantifying the visual concreteness of words and topics in multimodal datasets Jack Hessel David M. Mimno Lillian Lee 52 39 0 18 Apr 2018
Shaking Acoustic Spectral Sub-bands Can Better Regularize Learning in Affective Computing Che-Wei Huang Shrikanth Narayanan 28 4 0 18 Apr 2018
PHD-GIFs: Personalized Highlight Detection for Automatic GIF Creation A. Molino Michael Gygli 61 40 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 79 166 0 18 Apr 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 165 265 0 17 Apr 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 211 1,799 0 17 Apr 2018
Learning to Color from Language Varun Manjunatha Mohit Iyyer Jordan L. Boyd-Graber L. Davis VLM 84 53 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 78 49 0 16 Apr 2018
Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA Jaekoo Lee Byunghan Lee Jongyoon Song Jaesik Yoon Yongsik Lee Donghun Lee Sungroh Yoon 31 2 0 16 Apr 2018
Heterogeneous Multilayer Generalized Operational Perceptron D. Tran S. Kiranyaz Moncef Gabbouj Alexandros Iosifidis 72 67 0 13 Apr 2018
Online Fall Detection using Recurrent Neural Networks M. Musci D. Martini N. Blago T. Facchinetti M. Piastra 46 73 0 13 Apr 2018
CNN-based Landmark Detection in Cardiac CTA Scans Julia M. H. Noothout B. D. de Vos J. Wolterink T. Leiner Ivana Išgum 26 28 0 13 Apr 2018
Group Anomaly Detection using Deep Generative Models Raghavendra Chalapathy E. Toth Sanjay Chawla 49 58 0 13 Apr 2018
FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification Xiaoqing Yin Xinchao Wang Jun-chen Yu Maojun Zhang Pascal Fua Dacheng Tao 81 115 0 13 Apr 2018
Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data Qiuqiang Kong Yong-mei Xu I. Sobieraj Wenwu Wang Mark D. Plumbley 78 115 0 12 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 28 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 88 108 0 12 Apr 2018
Regularisation of Neural Networks by Enforcing Lipschitz Continuity Henry Gouk E. Frank Bernhard Pfahringer M. Cree 208 485 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 66 67 0 12 Apr 2018
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography M. Zreik R. V. van Hamersvelt J. Wolterink T. Leiner M. Viergever Ivana Isgum 93 222 0 12 Apr 2018
Deep Neural Networks Motivated by Partial Differential Equations Lars Ruthotto E. Haber AI4CE 163 493 0 12 Apr 2018
DLL: A Blazing Fast Deep Neural Network Library Baptiste Wicht J. Hennebert Andreas Fischer AI4CE 31 1 0 11 Apr 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 90 431 0 11 Apr 2018
Demoiréing of Camera-Captured Screen Images Using Deep Convolutional Neural Network Bolin Liu X. Shu Xiaolin Wu 65 33 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 59 156 0 10 Apr 2018
Graphical Generative Adversarial Networks Chongxuan Li Max Welling Jun Zhu Bo Zhang GAN 54 36 0 10 Apr 2018
Adversarial Time-to-Event Modeling Paidamoyo Chapfuwa Chenyang Tao Chunyuan Li C. Page B. Goldstein Lawrence Carin Ricardo Henao AAML OOD CML 105 92 0 09 Apr 2018