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 / 11,242 papers shown

Title
Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk Anna Sergeevna Bosman 66 36 0 14 Dec 2018
Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures Martin Mundt Sagnik Majumder Tobias Weis Visvanathan Ramesh FAtt 46 1 0 14 Dec 2018
PointPillars: Fast Encoders for Object Detection from Point Clouds Alex H. Lang Sourabh Vora Holger Caesar Lubing Zhou Jiong Yang Oscar Beijbom 3DPC 215 3,474 0 14 Dec 2018
Action Machine: Rethinking Action Recognition in Trimmed Videos Jiagang Zhu Wei Zou Liang Xu Yiming Hu Zheng Zhu Manyu Chang Junjie Huang Guan Huang Dalong Du 97 37 0 14 Dec 2018
Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems Hyung-Jin Yoon Huaiyu Chen Kehan Long Heling Zhang Aditya Gahlawat Donghwan Lee N. Hovakimyan 43 6 0 13 Dec 2018
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Peng Gao Zhengkai Jiang Haoxuan You Pan Lu Steven C. H. Hoi Xiaogang Wang Hongsheng Li AIMat 106 368 0 13 Dec 2018
Deep Learning Framework for Wireless Systems: Applications to Optical Wireless Communications Hoon Lee Sang Hyun Lee Tony Q.S. Quek Inkyu Lee 49 40 0 13 Dec 2018
Feedback alignment in deep convolutional networks Theodore H. Moskovitz Ashok Litwin-Kumar L. F. Abbott 81 61 0 12 Dec 2018
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks He Zhang B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM GAN 130 82 0 12 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 244 481 0 12 Dec 2018
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data S. M. Kia A. Marquand 67 25 0 12 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 935 10,637 0 12 Dec 2018
Efficient Super Resolution For Large-Scale Images Using Attentional GAN Harsh Nilesh Pathak Xinxin Li Shervin Minaee Brooke Cowan GAN 59 24 0 12 Dec 2018
On the Ineffectiveness of Variance Reduced Optimization for Deep Learning Aaron Defazio Léon Bottou UQCV DRL 96 113 0 11 Dec 2018
Proximal Mean-field for Neural Network Quantization Thalaiyasingam Ajanthan P. Dokania Leonid Sigal Philip Torr MQ 89 20 0 11 Dec 2018
Non-local U-Net for Biomedical Image Segmentation Zhengyang Wang Na Zou Dinggang Shen Shuiwang Ji SSeg 25 6 0 10 Dec 2018
Accelerating Convolutional Neural Networks via Activation Map Compression Georgios Georgiadis 86 76 0 10 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 214 3,302 0 10 Dec 2018
Theoretical Analysis of Auto Rate-Tuning by Batch Normalization Sanjeev Arora Zhiyuan Li Kaifeng Lyu 101 131 0 10 Dec 2018
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN H. P. Do Yi Guo A. Yoon K. Nayak 86 23 0 10 Dec 2018
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng Yizhe Zhang Lin Yang Peixian Liang Zhuo Zhao Chaoli Wang Benlin Liu 3DV 75 75 0 10 Dec 2018
Attention-guided Unified Network for Panoptic Segmentation Yanwei Li Xinze Chen Zheng Zhu Lingxi Xie Guan Huang Dalong Du Xingang Wang 76 281 0 10 Dec 2018
Deep Learning with Mixed Supervision for Brain Tumor Segmentation Pawel Mlynarski H. Delingette A. Criminisi N. Ayache 67 123 0 10 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions Han-Jia Ye Hexiang Hu De-Chuan Zhan Fei Sha 222 672 0 10 Dec 2018
Fast convergence rates of deep neural networks for classification Yongdai Kim Ilsang Ohn Dongha Kim 3DH 3DV 85 81 0 10 Dec 2018
Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks Haofu Liao Y. Li Jiebo Luo 72 52 0 09 Dec 2018
Deep-Net: Deep Neural Network for Cyber Security Use Cases R. Vinayakumar HB BarathiGanesh P. Poornachandran M. Anandkumar K. Soman AAML 45 15 0 09 Dec 2018
Towards Neural Network Patching: Evaluating Engagement-Layers and Patch-Architectures Sebastian Kauschke D. H. Lehmann KELM 37 7 0 09 Dec 2018
Learning Transferable Adversarial Examples via Ghost Networks Yingwei Li S. Bai Yuyin Zhou Cihang Xie Zhishuai Zhang Alan Yuille AAML 134 138 0 09 Dec 2018
What is the Effect of Importance Weighting in Deep Learning? Jonathon Byrd Zachary Chase Lipton 167 467 0 08 Dec 2018
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks Xiaoyong Yuan Zheng Feng Matthew Norton Xiaolin Li 42 24 0 08 Dec 2018
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning Haofu Liao G. Funka-Lea Yefeng Zheng Jiebo Luo S. Kevin Zhou GAN CVBM 81 25 0 08 Dec 2018
On Batch Orthogonalization Layers J. Blanchette R. Laganière BDL OOD 25 1 0 07 Dec 2018
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal Stanislas Chambon Valentin Thorey P. Arnal Emmanuel Mignot Alexandre Gramfort 116 60 0 07 Dec 2018
EventNet: Asynchronous Recursive Event Processing Yusuke Sekikawa K. Hara Hideo Saito 136 102 0 07 Dec 2018
An Attempt towards Interpretable Audio-Visual Video Captioning Yapeng Tian Chenxiao Guan Justin Goodman Marc Moore Chenliang Xu 91 20 0 07 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 223 824 0 06 Dec 2018
Light Propagation Prediction through Multimode Optical Fibers with a Deep Neural Network Pengfei Fan Liang Deng Lei Su 18 3 0 06 Dec 2018
Neural Word Search in Historical Manuscript Collections T. Wilkinson Jonas Lindström Anders Brun 3DV 45 8 0 06 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 88 256 0 06 Dec 2018
Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning D. Robben A. Boers H. Marquering L. Langezaal Y. Roos ... D. Dippel C. Majoie A. van der Lugt Robin Lemmens P. Suetens 39 72 0 06 Dec 2018
Unsupervised Single Image Dehazing Using Dark Channel Prior Loss Alona Golts Daniel Freedman Michael Elad 100 189 0 06 Dec 2018
MEAL: Multi-Model Ensemble via Adversarial Learning Zhiqiang Shen Zhankui He Xiangyang Xue AAML FedML 88 147 0 06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 243 1,077 0 06 Dec 2018
Quantifying Generalization in Reinforcement Learning K. Cobbe Oleg Klimov Christopher Hesse Taehoon Kim John Schulman OffRL 175 680 0 06 Dec 2018
Learning Attraction Field Representation for Robust Line Segment Detection Nan Xue S. Bai Fudong Wang Gui-Song Xia Tianfu Wu Liangpei Zhang 71 123 0 05 Dec 2018
Training Competitive Binary Neural Networks from Scratch Joseph Bethge Marvin Bornstein Adrian Loy Haojin Yang Christoph Meinel MQ 92 33 0 05 Dec 2018
Complete the Look: Scene-based Complementary Product Recommendation Wang-Cheng Kang Eric Kim J. Leskovec Charles R. Rosenberg Julian McAuley 95 77 0 04 Dec 2018
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs Eunji Jeong Sungwoo Cho Gyeong-In Yu Joo Seong Jeong Dongjin Shin Byung-Gon Chun 59 25 0 04 Dec 2018
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy Kin Wah Edward Lin T. BalamuraliB. Enyan Koh Simon Lui Dorien Herremans 31 40 0 04 Dec 2018