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"

50 / 7,098 papers shown

Title
An ELU Network with Total Variation for Image Denoising Tianyang Wang Zhengrui Qin M. Zhu 24 23 0 14 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun Kui Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 27 154 0 13 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 25 125 0 12 Aug 2017
Learning Graph While Training: An Evolving Graph Convolutional Neural Network Ruoyu Li Junzhou Huang GNN 30 7 0 10 Aug 2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings Pawel Cyrta Tomasz Trzciñski Wojciech Stokowiec 19 33 0 09 Aug 2017
Multi-Generator Generative Adversarial Nets Q. Hoang T. Nguyen Trung Le Dinh Q. Phung GAN 25 65 0 08 Aug 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 45 1,534 0 07 Aug 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 62 1,091 0 07 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Baocai Yin 25 429 0 07 Aug 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 23 190 0 06 Aug 2017
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 29 533 0 03 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 19 599 0 03 Aug 2017
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images J. Wolterink T. Leiner M. Viergever Ivana Isgum 24 111 0 03 Aug 2017
Revisiting Activation Regularization for Language RNNs Stephen Merity Bryan McCann R. Socher 33 44 0 03 Aug 2017
Improved Speech Reconstruction from Silent Video Ariel Ephrat Tavi Halperin Shmuel Peleg 37 89 0 01 Aug 2017
Segmentation of Glioma Tumors in Brain Using Deep Convolutional Neural Network S. Hussain Syed Muhammad Anwar Muhammad Majid 16 207 0 01 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 53 907 0 01 Aug 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 36 35 0 31 Jul 2017
Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment Matthias Dorfer A. Arzt Gerhard Widmer 41 43 0 31 Jul 2017
STN-OCR: A single Neural Network for Text Detection and Text Recognition Christian Bartz Haojin Yang Christoph Meinel 40 72 0 27 Jul 2017
Tensor Regression Networks Jean Kossaifi Zachary Chase Lipton Arinbjorn Kolbeinsson Aran Khanna Tommaso Furlanello Anima Anandkumar 3DV 43 145 0 26 Jul 2017
SLEEPNET: Automated Sleep Staging System via Deep Learning Siddharth Biswal Joshua A. Kulas Haoqi Sun B. Goparaju M. P. M. Brandon Westover M. Bianchi Jimeng Sun MLAU 20 136 0 26 Jul 2017
Liver lesion segmentation informed by joint liver segmentation Eugene Vorontsov A. Tang Chris Pal Samuel Kadoury MedIm 18 112 0 24 Jul 2017
Likelihood Estimation for Generative Adversarial Networks Hamid Eghbalzadeh Gerhard Widmer GAN 32 8 0 24 Jul 2017
Memory-Efficient Implementation of DenseNets Geoff Pleiss Danlu Chen Gao Huang Tongcheng Li L. V. D. van der Maaten Kilian Q. Weinberger 36 159 0 21 Jul 2017
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification William Lotter Greg Sorensen David D. Cox 32 141 0 21 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 20 265 0 21 Jul 2017
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks Aleksander Klibisz Derek C. Rose Matthew R. Eicholtz J. Blundon Stanislav S Zakharenko 32 38 0 19 Jul 2017
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 83 2,505 0 19 Jul 2017
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation A. Amidi Shervine Amidi D. Vlachakis V. Megalooikonomou Nikos Paragios E. Zacharaki MedIm 38 85 0 19 Jul 2017
Orthogonal and Idempotent Transformations for Learning Deep Neural Networks Jingdong Wang Yajie Xing Kexin Zhang Cha Zhang 148 2 0 19 Jul 2017
Wide Inference Network for Image Denoising via Learning Pixel-distribution Prior Peng Liu R. Fang 16 37 0 17 Jul 2017
Block-Normalized Gradient Method: An Empirical Study for Training Deep Neural Network Adams Wei Yu Lei Huang Qihang Lin Ruslan Salakhutdinov J. Carbonell ODL 10 24 0 16 Jul 2017
Generalizing the Convolution Operator in Convolutional Neural Networks Kamaledin Ghiasi-Shirazi 21 38 0 14 Jul 2017
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting Anders Øland Aayush Bansal Roger B. Dannenberg Bhiksha Raj 23 14 0 13 Jul 2017
Adversarial training and dilated convolutions for brain MRI segmentation P. Moeskops M. Veta Maxime W. Lafarge K. Eppenhof J. Pluim MedIm GAN 30 132 0 11 Jul 2017
Interleaved Group Convolutions for Deep Neural Networks Ting Zhang Guo-Jun Qi Bin Xiao Jingdong Wang 33 81 0 10 Jul 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough L. Yang MedIm 18 301 0 08 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 122 166 0 08 Jul 2017
TasselNet: Counting maize tassels in the wild via local counts regression network Hao Lu Zhiguo Cao Yang Xiao Bohan Zhuang Chunhua Shen 28 215 0 07 Jul 2017
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task Wenqi Li Guotai Wang Lucas Fidon Sebastien Ourselin M. Jorge Cardoso Tom Kamiel Magda Vercauteren 3DV 30 337 0 06 Jul 2017
Learning-based Image Enhancement for Visual Odometry in Challenging HDR Environments Ruben Gomez-Ojeda Zichao Zhang Javier González Jiménez Davide Scaramuzza 19 51 0 05 Jul 2017
Data-Driven Sparse Structure Selection for Deep Neural Networks Zehao Huang Naiyan Wang 53 558 0 05 Jul 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games Yuandong Tian Qucheng Gong Wenling Shang Yuxin Wu C. L. Zitnick OffRL 21 126 0 04 Jul 2017
An In-Depth Analysis of Visual Tracking with Siamese Neural Networks R. Pflugfelder 19 14 0 03 Jul 2017
Efficient Eye Typing with 9-direction Gaze Estimation Chi Zhang Rui Yao Jinpeng Cai 21 44 0 03 Jul 2017
Structured Sparse Ternary Weight Coding of Deep Neural Networks for Efficient Hardware Implementations Yoonho Boo Wonyong Sung MQ 24 11 0 01 Jul 2017
Scale-Aware Face Detection Jinwei Gu Yu Liu Hongwei Qin Junjie Yan Xiu Li Xiaolin Hu CVBM 29 105 0 29 Jun 2017
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph Dong-ju Jeong Insung Hwang N. Cho 26 26 0 29 Jun 2017
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images Waleed M. Gondal Jan M. Köhler René Grzeszick G. Fink M. Hirsch MedIm 24 138 0 29 Jun 2017