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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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EEG-DBNet: A Dual-Branch Network for Temporal-Spectral Decoding in Motor-Imagery Brain-Computer Interfaces Xicheng Lou Xinwei Li Hongying Meng Jun Hu Meili Xu Yue Zhao Jiazhang Yang Zhangyong Li 98 2 0 25 May 2024
Carnatic Raga Identification System using Rigorous Time-Delay Neural Network Sanjay Natesan Homayoon Beigi 31 0 0 25 May 2024
GeoAdaLer: Geometric Insights into Adaptive Stochastic Gradient Descent Algorithms Chinedu Eleh Masuzyo Mwanza Ekene S. Aguegboh Hans-Werner van Wyk 76 0 0 25 May 2024
BOLD: Boolean Logic Deep Learning Van Minh Nguyen Cristian Ocampo Aymen Askri Louis Leconte Ba-Hien Tran AI4CE 110 1 0 25 May 2024
UnitNorm: Rethinking Normalization for Transformers in Time Series Nan Huang C. Kümmerle Xiang Zhang AI4TS 70 4 0 24 May 2024
FTMixer: Frequency and Time Domain Representations Fusion for Time Series Modeling Zhengnan Li Yunxiao Qin Xilong Cheng Yuting Tan AI4TS 98 3 0 24 May 2024
Exploring the Evolution of Hidden Activations with Live-Update Visualization Xianglin Yang Jin Song Dong 60 0 0 24 May 2024
MuDreamer: Learning Predictive World Models without Reconstruction Maxime Burchi Radu Timofte 75 4 0 23 May 2024
Overcoming the Challenges of Batch Normalization in Federated Learning R. Guerraoui Rafael Pinot Geovani Rizk John Stephan François Taiani FedML 83 4 0 23 May 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 134 1,212 0 23 May 2024
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks Bum Jun Kim Yoshinobu Kawahara Sang Woo Kim AI4TS 67 1 0 23 May 2024
Maximum Manifold Capacity Representations in State Representation Learning Li Meng Morten Goodwin Anis Yazidi P. Engelstad 139 0 0 22 May 2024
Addressing the Elephant in the Room: Robust Animal Re-Identification with Unsupervised Part-Based Feature Alignment Yingxue Yu Vidit Vidit Andrey Davydov Martin Engilberge Pascal Fua 52 0 0 22 May 2024
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification Yixiong Chen Weichuan Fang 81 1 0 22 May 2024
Blockchain and Artificial Intelligence: Synergies and Conflicts Leon Witt Armando Teles Fortes Kentaroh Toyoda Wojciech Samek Dan Li 63 1 0 22 May 2024
Deep linear networks for regression are implicitly regularized towards flat minima Pierre Marion Lénaic Chizat ODL 112 6 0 22 May 2024
Wav-KAN: Wavelet Kolmogorov-Arnold Networks Zavareh Bozorgasl Hao Chen 115 117 0 21 May 2024
Leveraging Neural Radiance Fields for Pose Estimation of an Unknown Space Object during Proximity Operations Antoine Legrand Renaud Detry Christophe De Vleeschouwer 94 3 0 21 May 2024
Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks Xin-Chun Li Jinli Tang Bo Zhang Lan Li De-Chuan Zhan 93 2 0 21 May 2024
GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems Zhenwei Wang Ruibin Bai Fazlullah Khan Ender Özcan Tiehua Zhang GNN 101 2 0 21 May 2024
Visualizing, Rethinking, and Mining the Loss Landscape of Deep Neural Networks Yichu Xu Xin-Chun Li Lan Li De-Chuan Zhan 91 2 0 21 May 2024
Distinguished In Uniform: Self Attention Vs. Virtual Nodes Eran Rosenbluth Jan Tönshoff Martin Ritzert Berke Kisin Martin Grohe 76 12 0 20 May 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 96 1 0 20 May 2024
Self-Supervised Learning of Visual Servoing for Low-Rigidity Robots Considering Temporal Body Changes Kento Kawaharazuka Naoaki Kanazawa K. Okada Masayuki Inaba 70 4 0 20 May 2024
Adaptive Batch Normalization Networks for Adversarial Robustness Shao-Yuan Lo Vishal M. Patel AAML OOD 63 1 0 20 May 2024
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization Jialong Guo Xinghao Chen Yehui Tang Yunhe Wang ViT 101 14 0 19 May 2024
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation Zhiyu Xu Qingliang Chen 72 0 0 19 May 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals Hui Zheng Haiteng Wang Wei-Bang Jiang Zhongtao Chen Li He Pei-Yang Lin Peng-Hu Wei Guo-Guang Zhao Yun-Zhe Liu 74 2 0 19 May 2024
Liver Fat Quantification Network with Body Shape Qiyue Wang Wu Xue Xiaoke Zhang Fang Jin James K. Hahn MedIm 41 0 0 18 May 2024
WEITS: A Wavelet-enhanced residual framework for interpretable time series forecasting Ziyou Guo Yan Sun Tieru Wu AI4TS 66 2 0 17 May 2024
MixCut:A Data Augmentation Method for Facial Expression Recognition Jiaxiang Yu Yiyang Liu Ruiyang Fan Guobing Sun CVBM 40 1 0 17 May 2024
Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption Arwin Gansekoele Tycho Bot R. V. D. Mei Sandjai Bhulai Mark Hoogendoorn 40 0 0 16 May 2024
Data-driven Nucleus Subclassification on Colon H&E using Style-transferred Digital Pathology Lucas W. Remedios Shunxing Bao Samuel W. Remedios Ho Hin Lee L. Cai ... M. K. Washington Lori A. Coburn Keith T. Wilson Yuankai Huo Bennett A. Landman 58 1 0 15 May 2024
Bird's-Eye View to Street-View: A Survey Khawlah Bajbaa Muhammad Usman Saeed Anwar Ibrahim Radwan Abdul Bais 69 1 0 14 May 2024
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning D. Ngo Kandaraj Piamrat Ons Aouedi Thomas Hassan Philippe Raipin-Parvédy AI4TS 52 0 0 14 May 2024
Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning M. Khan Syed Hammad Ahmed G. Sukthankar 68 0 0 14 May 2024
MambaOut: Do We Really Need Mamba for Vision? Weihao Yu Xinchao Wang Mamba 99 59 0 13 May 2024
Enhancing Rover Mobility Monitoring: Autoencoder-driven Anomaly Detection for Curiosity Mielad Sabzehi Peter Rollins 21 0 0 13 May 2024
Feature Expansion and enhanced Compression for Class Incremental Learning Quentin Ferdinand G. Chenadec Benoit Clement Panagiotis Papadakis Quentin Oliveau CLL 76 0 0 13 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 127 53 0 11 May 2024
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach Teerath Kumar Alessandra Mileo Malika Bendechache AAML 64 4 0 10 May 2024
PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks Mohammed Hassanin Marwa Keshk Sara Salim Majid Alsubaie Dharmendra Sharma 83 25 0 09 May 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao Song 75 0 0 09 May 2024
Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional neural networks Jarek Duda 72 2 0 08 May 2024
The Entropy Enigma: Success and Failure of Entropy Minimization Ori Press Ravid Shwartz-Ziv Yann LeCun Matthias Bethge UQCV 128 15 0 08 May 2024
HILCodec: High Fidelity and Lightweight Neural Audio Codec S. Ahn Beom Jun Woo Mingrui Han Chanyeong Moon Nam Soo Kim 43 9 0 08 May 2024
Mitigating Bias Using Model-Agnostic Data Attribution Sander De Coninck Wei-Cheng Wang Pieter Simoens 59 2 0 08 May 2024
A score-based particle method for homogeneous Landau equation Yan Huang Li Wang OT 127 5 0 08 May 2024
Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights Soyed Tuhin Ahmed Michael Hefenbrock M. Tahoori UQCV 64 1 0 07 May 2024
Interpretable Tensor Fusion Saurabh Varshneya Antoine Ledent Philipp Liznerski Andriy Balinskyy Purvanshi Mehta Waleed Mustafa Marius Kloft 51 1 0 07 May 2024