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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
Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning Yifan Zhao Tong Zhang Jia Li Yonghong Tian 88 21 0 18 Jun 2023
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness Yoav Kurtz Noga Bar Raja Giryes 60 0 0 16 Jun 2023
Towards Better Orthogonality Regularization with Disentangled Norm in Training Deep CNNs Changhao Wu Shenan Zhang Fangsong Long Ziliang Yin Tuo Leng 40 1 0 16 Jun 2023
PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition Jia Le Ngwe K. Lim C. Lee T. Ong CVBM 89 12 0 16 Jun 2023
Structured Cooperative Learning with Graphical Model Priors Shuang-Yang Li Dinesh Manocha Xinmei Tian Dacheng Tao 90 0 0 16 Jun 2023
Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant Xianbiao Qi Jianan Wang Lei Zhang 57 0 0 15 Jun 2023
Semantic HELM: A Human-Readable Memory for Reinforcement Learning Fabian Paischer Thomas Adler M. Hofmarcher Sepp Hochreiter 66 12 0 15 Jun 2023
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization Yan Luo Yu Tian Minfei Shi Louis R. Pasquale Lucy Q. Shen Nazlee Zebardast T. Elze Mengyu Wang 98 20 0 15 Jun 2023
ViP: A Differentially Private Foundation Model for Computer Vision Yaodong Yu Maziar Sanjabi Yi Ma Kamalika Chaudhuri Chuan Guo 65 13 0 15 Jun 2023
Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper Complexity Measure for Classification Paweł Piwek Adam Klukowski Tianyang Hu 50 5 0 15 Jun 2023
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation Shengyu Chen Shihang Feng Yao Huang Z. Lei Xiaowei Jia Youzuo Lin Estaben Rougier AI4CE 111 0 0 14 Jun 2023
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations Chiara Plizzari Toby Perrett Barbara Caputo Dima Damen EgoV 119 18 0 14 Jun 2023
Integrating Uncertainty Awareness into Conformalized Quantile Regression Raphael Rossellini Rina Foygel Barber Rebecca Willett 195 10 0 14 Jun 2023
RRSIS: Referring Remote Sensing Image Segmentation Zhenghang Yuan Lichao Mou Yuansheng Hua Xiao Xiang Zhu 129 38 0 14 Jun 2023
Heterogeneous Continual Learning Divyam Madaan Hongxu Yin Wonmin Byeon Jan Kautz Pavlo Molchanov CLL 70 5 0 14 Jun 2023
A pose and shear-based tactile robotic system for object tracking, surface following and object pushing John Lloyd Nathan Lepora 62 0 0 14 Jun 2023
Extending CLIP's Image-Text Alignment to Referring Image Segmentation Seoyeon Kim Minguk Kang Dongwon Kim Jaesik Park Suha Kwak VLM 101 11 0 14 Jun 2023
Amortized Simulation-Based Frequentist Inference for Tractable and Intractable Likelihoods A. A. Kadhim Harrison B. Prosper O. Prosper 20 2 0 13 Jun 2023
Discrete Graph Auto-Encoder Yoann Boget Magda Gregorova Alexandros Kalousis 46 4 0 13 Jun 2023
Is Anisotropy Inherent to Transformers? Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 77 4 0 13 Jun 2023
Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks Nicolae-Cătălin Ristea Andrei Anghel Mihai Datcu ViT 27 6 0 13 Jun 2023
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries Ihda Chaerony Siffa M. Becker K. Weltmann J. Trieschmann 69 3 0 13 Jun 2023
Contrastive Attention Networks for Attribution of Early Modern Print Nikolai Vogler Kartik Goyal Kishore PV Reddy Elizaveta Pertseva Sam Lemley Christopher N. Warren M. G'Sell Taylor Berg-Kirkpatrick 49 1 0 12 Jun 2023
Augmenting Zero-Shot Detection Training with Image Labels Katharina Kornmeier Ulla Scheler P. Herrmann ObjD VLM 51 1 0 12 Jun 2023
Mitigating Transformer Overconfidence via Lipschitz Regularization Wenqian Ye Yunsheng Ma Xu Cao Kun Tang 72 13 0 12 Jun 2023
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Kashu Yamazaki Taisei Hanyu Minh-Triet Tran Adrian Garcia Roy McCann Haitao Liao Chase Rainwater Meredith Adkins J. Cothren Ngan Le ViT 79 40 0 12 Jun 2023
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy Soroosh Tayebi Arasteh Mahshad Lotfinia T. Nolte Marwin Saehn P. Isfort Christiane Kuhl S. Nebelung Georgios Kaissis Daniel Truhn MedIm 73 9 0 10 Jun 2023
FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh Greg Heinrich Hongxu Yin Andrew Tao J. Álvarez Jan Kautz Pavlo Molchanov ViT 122 72 0 09 Jun 2023
Path Neural Networks: Expressive and Accurate Graph Neural Networks Gaspard Michel Giannis Nikolentzos J. Lutzeyer Michalis Vazirgiannis GNN 105 31 0 09 Jun 2023
FedWon: Triumphing Multi-domain Federated Learning Without Normalization Weiming Zhuang Lingjuan Lyu 61 10 0 09 Jun 2023
A Gated Attention Transformer for Multi-Person Pose Tracking Andreas Doering Juergen Gall VOT 60 1 0 09 Jun 2023
Spatial Re-parameterization for N:M Sparsity Yuxin Zhang Mingbao Lin Mingliang Xu Mengzhao Chen Yong Li 234 2 0 09 Jun 2023
Magnitude Attention-based Dynamic Pruning Jihye Back Namhyuk Ahn Jang-Hyun Kim 82 2 0 08 Jun 2023
Normalization-Equivariant Neural Networks with Application to Image Denoising Sébastien Herbreteau E. Moebel Charles Kervrann 53 11 0 08 Jun 2023
Differentially Private Image Classification by Learning Priors from Random Processes Xinyu Tang Ashwinee Panda Vikash Sehwag Prateek Mittal 91 21 0 08 Jun 2023
Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC Rohan Shenoy Javier Mauricio Duarte C. Herwig J. Hirschauer D. Noonan M. Pierini Nhan Tran C. Suarez 136 1 0 07 Jun 2023
Multiscale Flow for Robust and Optimal Cosmological Analysis B. Dai U. Seljak 99 20 0 07 Jun 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Ramé Guillaume Couairon Mustafa Shukor Corentin Dancette Jean-Baptiste Gaya Laure Soulier Matthieu Cord MoMe 123 158 0 07 Jun 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 118 29 0 07 Jun 2023
Normalization Layers Are All That Sharpness-Aware Minimization Needs Maximilian Mueller Tiffany J. Vlaar David Rolnick Matthias Hein 87 24 0 07 Jun 2023
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation A. Davtyan Paolo Favaro VGen 58 4 0 06 Jun 2023
CIN++: Enhancing Topological Message Passing Lorenzo Giusti Teodora Reu Francesco Ceccarelli Cristian Bodnar Pietro Lio GNN 108 10 0 06 Jun 2023
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao Jingyue Gao Shuguang Han Ziru Xu Siran Yang Yuning Jiang Jian Xu Bo Zheng 87 14 0 06 Jun 2023
Revisiting the Trade-off between Accuracy and Robustness via Weight Distribution of Filters Xingxing Wei Shiji Zhao Bo li AAML 121 7 0 06 Jun 2023
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model Kenneth Li Oam Patel Fernanda Viégas Hanspeter Pfister Martin Wattenberg KELM HILM 195 584 0 06 Jun 2023
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage Yu Gui Cong Ma Yiqiao Zhong 77 8 0 06 Jun 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent Tongtian Zhu Fengxiang He Kaixuan Chen Mingli Song Dacheng Tao 160 15 0 05 Jun 2023
Unlocking the Potential of Federated Learning for Deeper Models Hao Wang Xuefeng Liu Jianwei Niu Shaojie Tang Jiaxing Shen FedML AI4CE 78 1 0 05 Jun 2023
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction Jia Guo Shuai Lu Lize Jia Weihang Zhang Huiqi Li 98 32 0 05 Jun 2023
DAGrid: Directed Accumulator Grid Hang Zhang Renjiu Hu Xiang Chen Rongguang Wang Jinwei Zhang Jiahao Nick Li MedIm 72 0 0 05 Jun 2023