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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
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Decision Support System for Chronic Diseases Based on Drug-Drug Interactions Tian Bian Yuli Jiang Jia Li Tingyang Xu Yu Rong Yi Su Timothy S. H. Kwok Helen Meng Hongtao Cheng 74 3 0 04 Mar 2023
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DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer Shanu Kumar Abbaraju Soujanya Sandipan Dandapat Sunayana Sitaram Monojit Choudhury VLM 80 1 0 04 Mar 2023
Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization Sangrok Lee Jongseong Bae Ha Young Kim OOD 109 30 0 04 Mar 2023
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization Xingxuan Zhang Renzhe Xu Han Yu Hao Zou Peng Cui 83 42 0 03 Mar 2023
Graph-level representations using ensemble-based readout functions Jakub Binkowski Albert Sawczyn Denis Janiak Piotr Bielak Tomasz Kajdanowicz 56 3 0 03 Mar 2023
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning Xiaoqin Zhang Zunjie Xiao Xiao Wu Jiansheng Fang Junyong Shen Yan Hu Jiang-Dong Liu 79 12 0 03 Mar 2023
Benchmarking White Blood Cell Classification Under Domain Shift Satoshi Tsutsui Zhengyan Su Bihan Wen OOD 73 7 0 03 Mar 2023
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems Yangyang Shu Anton Van Den Hengel Lingqiao Liu SSL 68 15 0 03 Mar 2023
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Feature Completion Transformer for Occluded Person Re-identification Tao Wang Mengyuan Liu Hong Liu Wenhao Li Miaoju Ban Tuanyu Guo Yidi Li ViT 71 14 0 03 Mar 2023
Deep Neural Networks with Efficient Guaranteed Invariances M. Rath Alexandru Paul Condurache 56 5 0 02 Mar 2023
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Do Machine Learning Models Learn Statistical Rules Inferred from Data? Aaditya Naik Yinjun Wu Mayur Naik Eric Wong 81 4 0 02 Mar 2023
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation Zicheng Wang Zhen Zhao Xiaoxia Xing Dong Xu Xiangyu Kong Luping Zhou 97 50 0 02 Mar 2023
LiteG2P: A fast, light and high accuracy model for grapheme-to-phoneme conversion Chunfeng Wang Peisong Huang Yuxiang Zou Haoyu Zhang Shichao Liu Xiang Yin Zejun Ma 33 2 0 02 Mar 2023
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation Yushun Tang Ce Zhang Heng Xu Shuoshuo Chen Jie Cheng Luziwei Leng Qinghai Guo Zhihai He TTA 105 25 0 02 Mar 2023
MoSS: Monocular Shape Sensing for Continuum Robots Chen Shentu Enxu Li Chao-Yu Chen Puspita Triana Dewi David B. Lindell J. Burgner-Kahrs 83 4 0 02 Mar 2023
Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training Yuting He Guanyu Yang Rongjun Ge Yang Chen J. Coatrieux Boyu Wang Shuo Li SSL 72 36 0 02 Mar 2023
Predicting the wall-shear stress and wall pressure through convolutional neural networks Arivazhagan G. Balasubramanian L. Guastoni P. Schlatter Hossein Azizpour Ricardo Vinuesa 65 6 0 01 Mar 2023
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy Natalia Ponomareva Hussein Hazimeh Alexey Kurakin Zheng Xu Carson E. Denison H. B. McMahan Sergei Vassilvitskii Steve Chien Abhradeep Thakurta 165 183 0 01 Mar 2023
Domain-aware Triplet loss in Domain Generalization Kai Guo Brian C. Lovell OOD 89 7 0 01 Mar 2023
Selectively Hard Negative Mining for Alleviating Gradient Vanishing in Image-Text Matching Zheng Li Caili Guo Xin Eric Wang Zerun Feng Zhongtian Du VLM 99 4 0 01 Mar 2023
Asymmetric Learning for Graph Neural Network based Link Prediction Kai-Lang Yao Wusuo Li 85 2 0 01 Mar 2023
Texture-Based Input Feature Selection for Action Recognition Yalong Jiang 69 0 0 28 Feb 2023
Membership Inference Attack for Beluga Whales Discrimination Voncarlos Marcelo Araújo Sébastien Gambs Clément Chion Robert Michaud L. Schneider H. Lautraite 64 2 0 28 Feb 2023
HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation Kai Zhai Qiang Nie Bo Ouyang Xiang Li Shanlin Yang 110 9 0 28 Feb 2023
Steganography of Steganographic Networks GuoBiao Li Sheng Li Meiling Li Xinpeng Zhang Zhenxing Qian 33 13 0 28 Feb 2023
Deep Learning for Identifying Iran's Cultural Heritage Buildings in Need of Conservation Using Image Classification and Grad-CAM M. Bahrami A. Albadvi 46 5 0 28 Feb 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Vladimir Bataev Roman Korostik Evgeny Shabalin Vitaly Lavrukhin Boris Ginsburg VLM 93 15 0 27 Feb 2023
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Mohammad Zunaed M. Haque Taufiq Hasan OOD 102 5 0 27 Feb 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 111 96 0 27 Feb 2023
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence Yuhao Zhou Mingjia Shi Yuanxi Li Qing Ye Yanan Sun Jiancheng Lv 49 5 0 27 Feb 2023
Time-Variance Aware Real-Time Speech Enhancement Chengyu Zheng Yuan-yuan Zhou Xiulian Peng Yuanyuan Zhang Yan Lu 52 0 0 25 Feb 2023
Language-Driven Representation Learning for Robotics Siddharth Karamcheti Suraj Nair Annie S. Chen Thomas Kollar Chelsea Finn Dorsa Sadigh Percy Liang LM&Ro SSL 138 156 0 24 Feb 2023
A Deep Neural Network Based Reverse Radio Spectrogram Search Algorithm P. Ma S. Croft Chris J. Lintott A. Siemion 33 2 0 24 Feb 2023
On the Training Instability of Shuffling SGD with Batch Normalization David Wu Chulhee Yun S. Sra 92 5 0 24 Feb 2023
Towards Stable Test-Time Adaptation in Dynamic Wild World Shuaicheng Niu Jiaxiang Wu Yifan Zhang Z. Wen Yaofo Chen P. Zhao Mingkui Tan TTA 116 282 0 24 Feb 2023
Random Teachers are Good Teachers Felix Sarnthein Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 92 5 0 23 Feb 2023
Attention Mechanism for Contrastive Learning in GAN-based Image-to-Image Translation Hanzhen Zhang Liguo Zhou Ruining Wang Alois Knoll 27 0 0 23 Feb 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation Jun Yang Lizhi Bai Yaoru Sun Chunqi Tian Maoyu Mao Guorun Wang SSeg 77 25 0 23 Feb 2023
Neural networks for learning personality traits from natural language Giorgia Adorni GNN 39 0 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 141 110 0 23 Feb 2023