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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
LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers Xuanqing Liu Zhuotao Liu 100 23 0 28 May 2023
Graph Inductive Biases in Transformers without Message Passing Liheng Ma Chen Lin Derek Lim Adriana Romero Soriano P. Dokania Mark Coates Philip Torr Ser-Nam Lim AI4CE 101 104 0 27 May 2023
Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Survey Hailin Li Raghavendra Ramachandra AAML 121 6 0 27 May 2023
Deep Variational Lesion-Deficit Mapping Guilherme Pombo Robert J. Gray Amy Nelson Chris Foulon John Ashburner P. Nachev MedIm 50 1 0 27 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 69 29 0 27 May 2023
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Tengjiao Wang DiffM 95 8 0 27 May 2023
Matrix Information Theory for Self-Supervised Learning Yifan Zhang Zhi-Hao Tan Jingqin Yang Weiran Huang Yang Yuan SSL 119 19 0 27 May 2023
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks Atli Kosson Bettina Messmer Martin Jaggi 91 18 0 26 May 2023
Ghost Noise for Regularizing Deep Neural Networks Atli Kosson Dongyang Fan Martin Jaggi 58 1 0 26 May 2023
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations Elia Cunegatti Matteo Farina Doina Bucur Giovanni Iacca 85 1 0 26 May 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 96 4 0 26 May 2023
Thailand Asset Value Estimation Using Aerial or Satellite Imagery Supawich Puengdang Worawate Ausawalaithong Phiratath Nopratanawong N. Keeratipranon Chayut Wongkamthong 14 0 0 26 May 2023
Exploring Weight Balancing on Long-Tailed Recognition Problem Naoya Hasegawa Issei Sato 146 7 0 26 May 2023
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar Aayush Bansal Lingni Ma Richard Newcombe Minh Vo Kris Kitani EgoV 104 36 0 25 May 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework Iordanis Fostiropoulos Jiaye Zhu Laurent Itti MoMe CLL 60 3 0 25 May 2023
Pair-Variational Autoencoders (PairVAE) for Linking and Cross-Reconstruction of Characterization Data from Complementary Structural Characterization Techniques Shizhao Lu A. Jayaraman 78 10 0 25 May 2023
Dropout Drops Double Descent Tianbao Yang J. Suzuki 70 1 0 25 May 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models Jean-Yves Franceschi Mike Gartrell Ludovic Dos Santos Thibaut Issenhuth Emmanuel de Bezenac Mickaël Chen A. Rakotomamonjy DiffM 117 23 0 25 May 2023
SING: A Plug-and-Play DNN Learning Technique Adrien Courtois Damien Scieur Jean-Michel Morel Pablo Arias Thomas Eboli 70 0 0 25 May 2023
Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving Xueliang Zhao Wenda Li Lingpeng Kong 82 31 0 25 May 2023
E2EAI: End-to-End Deep Learning Framework for Active Investing Zikai Wei Bo Dai Dahua Lin AI4TS 92 4 0 25 May 2023
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution Hantao Yao Lu Yu Jifei Luo Changsheng Xu 91 0 0 25 May 2023
DeepCollide: Scalable Data-Driven High DoF Configuration Space Modeling using Implicit Neural Representations Gabriel Guo Judah Goldfeder Aniv Ray Tony Dear Hod Lipson 58 0 0 24 May 2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification He Zhu Chong Zhang Junjie Huang Junran Wu Ke Xu 125 22 0 24 May 2023
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought Yao Mu Qinglong Zhang Mengkang Hu Wen Wang Mingyu Ding Jun Jin Bin Wang Jifeng Dai Yu Qiao Ping Luo LM&Ro LRM 116 245 0 24 May 2023
Incorporating Ultrasound Tongue Images for Audio-Visual Speech Enhancement through Knowledge Distillation Ruixin Zheng Yang Ai Zhenhua Ling 76 10 0 24 May 2023
Detection of Non-uniformity in Parameters for Magnetic Domain Pattern Generation by Machine Learning Naoya Mamada M. Mizumaki I. Akai T. Aonishi 47 0 0 24 May 2023
Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems Tongtong Fang Nan Lu Gang Niu Masashi Sugiyama OOD 107 6 0 24 May 2023
CongFu: Conditional Graph Fusion for Drug Synergy Prediction Oleksii Tsepa Bohdan Naida Anna Goldenberg Bo Wang 40 1 0 23 May 2023
Transferring Learning Trajectories of Neural Networks Daiki Chijiwa 67 3 0 23 May 2023
Expressive Losses for Verified Robustness via Convex Combinations Alessandro De Palma Rudy Bunel Krishnamurthy Dvijotham M. P. Kumar Robert Stanforth A. Lomuscio AAML 106 14 0 23 May 2023
Toward stochastic neural computing Yang Qi Zhichao Zhu Yiming Wei Lu Cao Zhigang Wang Jie Zhang Wenlian Lu Jianfeng Feng 57 4 0 23 May 2023
Metrics Matter in Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Speidel 54 11 0 23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 112 38 0 23 May 2023
SMAP: A Novel Heterogeneous Information Framework for Scenario-based Optimal Model Assignment Zekun Qiu Zhipu Xie Ze-Yu Ji Yuhao Mao Ke Cheng 34 0 0 23 May 2023
Subspace-Configurable Networks Dong Wang O. Saukh Xiaoxi He Lothar Thiele OOD 99 0 0 22 May 2023
A 4D Hybrid Algorithm to Scale Parallel Training to Thousands of GPUs Siddharth Singh Prajwal Singhania Aditya K. Ranjan Zack Sating A. Bhatele 81 4 0 22 May 2023
Tied-Augment: Controlling Representation Similarity Improves Data Augmentation Emirhan Kurtuluş Zichao Li Yann N. Dauphin E. D. Cubuk 75 3 0 22 May 2023
Regularization Through Simultaneous Learning: A Case Study on Plant Classification Pedro Henrique Nascimento Castro Gabriel Cássia Fortuna Rafael Alves Bonfim de Queiroz Gladston J. P. Moreira Eduardo José da S. Luz 74 0 0 22 May 2023
Investigating the Role of Feed-Forward Networks in Transformers Using Parallel Attention and Feed-Forward Net Design Shashank Sonkar Richard G. Baraniuk 57 4 0 22 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 148 84 0 22 May 2023
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning Kai Yi Laurent Condat Peter Richtárik FedML 81 5 0 22 May 2023
Towards generalizing deep-audio fake detection networks Konstantin Gasenzer Moritz Wolter 75 4 0 22 May 2023
VanillaNet: the Power of Minimalism in Deep Learning Hanting Chen Yunhe Wang Jianyuan Guo Dacheng Tao VLM 90 96 0 22 May 2023
MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability F. Casenave B. Staber Xavier Roynard AI4CE 74 17 0 22 May 2023
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification Yafeng Chen Siqi Zheng Haibo Wang Luyao Cheng Qian Chen Jiajun Qi 93 46 0 22 May 2023
Testing of Deep Reinforcement Learning Agents with Surrogate Models Matteo Biagiola Paolo Tonella 97 21 0 22 May 2023
Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID De Cheng Lingfeng He N. Wang Shizhou Zhang Zhen Wang Xinbo Gao 91 21 0 22 May 2023
Generative Model Watermarking Suppressing High-Frequency Artifacts Li Zhang Yong-Jin Liu Xinpeng Zhang Hanzhou Wu AAML 79 2 0 21 May 2023
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes Mohamed Elmahallawy Tie-Mei Luo 72 9 0 21 May 2023