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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
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 66 200 0 11 Dec 2020
Feature Selection Based on Sparse Neural Network Layer with Normalizing Constraints P. Bugata P. Drotár 47 7 0 11 Dec 2020
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget Erik Wijmans Irfan Essa Dhruv Batra 3DPC 85 10 0 11 Dec 2020
Generative Learning With Euler Particle Transport Yuan Gao Jian Huang Yuling Jiao Jin Liu Xiliang Lu J. Yang OT 70 2 0 11 Dec 2020
3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields Yael Sde-Chen Y. Schechner Vadim Holodovsky Eshkol Eytan 39 0 0 10 Dec 2020
Super-resolution Guided Pore Detection for Fingerprint Recognition Syeda Nyma Ferdous Ali Dabouei J. Dawson Nasser M. Nasrabadi 41 1 0 10 Dec 2020
Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix) Nico Potyka AI4CE 114 50 0 10 Dec 2020
Generative Deep Learning Techniques for Password Generation D. Biesner K. Cvejoski B. Georgiev R. Sifa Erik Krupicka 51 5 0 10 Dec 2020
Concept Generalization in Visual Representation Learning Mert Bulent Sariyildiz Yannis Kalantidis Diane Larlus Alahari Karteek SSL 109 50 0 10 Dec 2020
Large-Scale Generative Data-Free Distillation Liangchen Luo Mark Sandler Zi Lin A. Zhmoginov Andrew G. Howard 94 43 0 10 Dec 2020
Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives Giulia Fracastoro E. Magli Giovanni Poggi Giuseppe Scarpa D. Valsesia L. Verdoliva 62 66 0 10 Dec 2020
Automatic Diagnosis of Malaria from Thin Blood Smear Images using Deep Convolutional Neural Network with Multi-Resolution Feature Fusion Tanvir Mahmud S. Fattah MedIm 18 0 0 09 Dec 2020
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 119 122 0 09 Dec 2020
Convolutional Neural Networks for Multispectral Image Cloud Masking Gonzalo Mateo-García L. Gómez-Chova Gustau Camps-Valls 59 37 0 09 Dec 2020
Topological Planning with Transformers for Vision-and-Language Navigation Kevin Chen Junshen K. Chen Jo Chuang Nathan Tsoi Silvio Savarese LM&Ro 108 101 0 09 Dec 2020
Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting V. Bouget Dominique Béréziat J. Brajard A. Charantonis Arthur Filoche AI4Cl 55 40 0 09 Dec 2020
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 111 30 0 09 Dec 2020
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? Denis Coquenet Yann Soullard Clément Chatelain Thierry Paquet 3DV 111 14 0 09 Dec 2020
Understanding Action Sequences based on Video Captioning for Learning-from-Observation Iori Yanokura Naoki Wake Kazuhiro Sasabuchi Katsushi Ikeuchi Masayuki Inaba 86 4 0 09 Dec 2020
On 1/n neural representation and robustness Josue Nassar Piotr A. Sokól SueYeon Chung K. Harris Il Memming Park AAML OOD 66 25 0 08 Dec 2020
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics D. Kunin Javier Sagastuy-Breña Surya Ganguli Daniel L. K. Yamins Hidenori Tanaka 167 80 0 08 Dec 2020
Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun Andrea Tagliasacchi Boyang Deng S. Sabour S. Yazdani Geoffrey E. Hinton K. M. Yi 3DPC 89 49 0 08 Dec 2020
Efficient Semantic Image Synthesis via Class-Adaptive Normalization Zhentao Tan Dongdong Chen Qi Chu Menglei Chai Jing Liao Mingming He Lu Yuan G. Hua Nenghai Yu 117 93 0 08 Dec 2020
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation Paul-Gauthier Noé Mohammad MohammadAmini D. Matrouf Titouan Parcollet Andreas Nautsch J. Bonastre 104 28 0 08 Dec 2020
Parallel Training of Deep Networks with Local Updates Michael Laskin Luke Metz Seth Nabarrao Mark Saroufim Badreddine Noune Carlo Luschi Jascha Narain Sohl-Dickstein Pieter Abbeel FedML 124 27 0 07 Dec 2020
SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification Tsai-Min Chen Yuan-Hong Tsai Huan-Hsin Tseng Kai-Chun Liu Jhih-Yu Chen Chih-Han Huang Guo-Yuan Li Chun-Yen Shen Yu Tsao 99 26 0 07 Dec 2020
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 133 199 0 07 Dec 2020
Backpropagating Linearly Improves Transferability of Adversarial Examples Yiwen Guo Qizhang Li Hao Chen FedML AAML 100 117 0 07 Dec 2020
Fine-Grained Dynamic Head for Object Detection Lin Song Yanwei Li Zhengkai Jiang Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 100 45 0 07 Dec 2020
Efficient Heuristic Generation for Robot Path Planning with Recurrent Generative Model Zhaoting Li Jiankun Wang Max Meng 3DV 58 14 0 07 Dec 2020
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning Haokui Zhang Ying Li Yenan Jiang Peng Wang Qiang Shen Chunhua Shen 77 171 0 07 Dec 2020
The Neural Coding Framework for Learning Generative Models Alexander Ororbia Daniel Kifer GAN 111 68 0 07 Dec 2020
Cross-Layer Distillation with Semantic Calibration Defang Chen Jian-Ping Mei Yuan Zhang Can Wang Yan Feng Chun-Yen Chen FedML 132 304 0 06 Dec 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li Sifei Liu Shalini De Mello Kihwan Kim Xinyu Wang Ming-Hsuan Yang Jan Kautz 3DH 159 57 0 06 Dec 2020
Conditional Generative Adversarial Networks for Optimal Path Planning Nachuan Ma Jiankun Wang Max Meng 46 40 0 06 Dec 2020
Any-Width Networks Thanh Tien Vu Marc Eder True Price Jan-Michael Frahm 71 8 0 06 Dec 2020
Simultaneous Corn and Soybean Yield Prediction from Remote Sensing Data Using Deep Transfer Learning S. Khaki Hieu H. Pham Lizhi Wang 46 124 0 05 Dec 2020
When Do Curricula Work? Xiaoxia Wu Ethan Dyer Behnam Neyshabur 113 118 0 05 Dec 2020
Multi-target normal behaviour models for wind farm condition monitoring Angela Meyer 100 56 0 05 Dec 2020
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification Gianni Franchi Andrei Bursuc Emanuel Aldea Séverine Dubuisson Isabelle Bloch BDL UQCV 96 27 0 04 Dec 2020
Learning Equivariant Representations Carlos Esteves BDL 67 0 0 04 Dec 2020
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations Nando Metzger Mehmet Özgür Türkoglu Stefano Dáronco Jan Dirk Wegner Konrad Schindler BDL AI4TS 101 30 0 04 Dec 2020
Deep Interference Mitigation and Denoising of Real-World FMCW Radar Signals J. Rock Máté Tóth Paul Meissner Franz Pernkopf 48 35 0 04 Dec 2020
Practical No-box Adversarial Attacks against DNNs Qizhang Li Yiwen Guo Hao Chen AAML 89 59 0 04 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 92 46 0 04 Dec 2020
Spatial-Temporal Alignment Network for Action Recognition and Detection Junwei Liang Liangliang Cao Xuehan Xiong Ting Yu Alexander G. Hauptmann 3DPC 70 9 0 04 Dec 2020
Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate G. Liang Yuanyuan Su Sheng-Chieh Lin Yu Zhang Yuanyuan Zhang Nathan Jacobs 34 2 0 04 Dec 2020
Generative Capacity of Probabilistic Protein Sequence Models Francisco McGee Quentin Novinger R. Levy Vincenzo Carnevale A. Haldane 87 34 0 03 Dec 2020
Distributed Training and Optimization Of Neural Networks J. Vlimant Junqi Yin AI4CE 30 2 0 03 Dec 2020
Image inpainting using frequency domain priors H. Roy Subhajit Chaudhury T. Yamasaki T. Hashimoto 58 16 0 03 Dec 2020