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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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MEAT: Median-Ensemble Adversarial Training for Improving Robustness and Generalization Zhaozhe Hu Jia-Li Yin Bin Chen Luojun Lin Bo-Hao Chen Ximeng Liu AAML 122 0 0 20 Jun 2024
EvSegSNN: Neuromorphic Semantic Segmentation for Event Data Dalia Hareb Jean Martinet 79 4 0 20 Jun 2024
Machine Learning Visualization Tool for Exploring Parameterized Hydrodynamics C. Jekel D. Sterbentz T. M. Stitt P. Mocz R. Rieben D. A. White Jonathan Belof AI4CE 73 1 0 20 Jun 2024
A Primal-Dual Framework for Transformers and Neural Networks Tan M. Nguyen Tam Nguyen Nhat Ho Andrea L. Bertozzi Richard G. Baraniuk Stanley J. Osher ViT 70 14 0 19 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI Ziyu Li Zihan Li Haoxiang Li Q. Fan Karla L. Miller Wenchuan Wu Akshay Chaudhari Qiyuan Tian SupR MedIm 82 0 0 19 Jun 2024
Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations Manjunath Mulimani A. Mesaros CLL 58 1 0 19 Jun 2024
GVT2RPM: An Empirical Study for General Video Transformer Adaptation to Remote Physiological Measurement Hao Wang Euijoon Ahn Jinman Kim 62 0 0 19 Jun 2024
Scale-Translation Equivariant Network for Oceanic Internal Solitary Wave Localization Zhang Wan Shuo Wang Xudong Zhang 75 0 0 18 Jun 2024
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging Jinuk Kim Marwa El Halabi Mingi Ji Hyun Oh Song 87 4 0 18 Jun 2024
Research and Implementation of Data Enhancement Techniques for Graph Neural Networks Jingzhao Gu Haoyang Huang GNN 32 0 0 18 Jun 2024
Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning Ruiqi Wu Bingliang Jiao Wenxuan Wang Meng Liu Peng Wang 94 5 0 18 Jun 2024
LLaNA: Large Language and NeRF Assistant Andrea Amaduzzi Pierluigi Zama Ramirez Giuseppe Lisanti Samuele Salti Luigi Di Stefano 102 4 0 17 Jun 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 95 5 0 17 Jun 2024
Quaternion Generative Adversarial Neural Networks and Applications to Color Image Inpainting Duan Wang Dandan Zhu Meixiang Zhao Zhigang Jia GAN 141 1 0 17 Jun 2024
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Self-Train Before You Transcribe Robert Flynn Anton Ragni 83 0 0 17 Jun 2024
Temporal Lidar Depth Completion Pietari Kaskela Philipp Fischer Timo Roman 3DV 71 0 0 17 Jun 2024
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision Yafeng Chen Siqi Zheng Hui Wang Luyao Cheng Qian Chen Shiliang Zhang Wen Wang SSL 61 4 0 17 Jun 2024
Standardizing Structural Causal Models Weronika Ormaniec Scott Sussex Lars Lorch Bernhard Schölkopf Andreas Krause CML 149 7 0 17 Jun 2024
A Unified View of Abstract Visual Reasoning Problems Mikołaj Małkiński Jacek Mańdziuk 70 0 0 16 Jun 2024
Pick-or-Mix: Dynamic Channel Sampling for ConvNets Ashish Kumar Daneul Kim Jaesik Park Laxmidhar Behera 94 1 0 16 Jun 2024
First-Order Manifold Data Augmentation for Regression Learning Ilya Kaufman Omri Azencot 52 4 0 16 Jun 2024
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh Kibok Lee SSL 73 1 0 16 Jun 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations? Mark Ibrahim David Klindt Randall Balestriero SSL 130 5 1 15 Jun 2024
Challenges in explaining deep learning models for data with biological variation Lenka Tětková E. Dreier Robin Malm Lars Kai Hansen AAML 74 1 0 14 Jun 2024
Federated Learning with Flexible Architectures Jong-Ik Park Carlee Joe-Wong FedML 84 3 0 14 Jun 2024
When Will Gradient Regularization Be Harmful? Yang Zhao Hao Zhang Xiuyuan Hu AI4CE 65 1 0 14 Jun 2024
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification Yuankai Luo Lei Shi Xiao-Ming Wu 92 32 0 13 Jun 2024
LaCoOT: Layer Collapse through Optimal Transport Victor Quétu Nour Hezbri Enzo Tartaglione 64 0 0 13 Jun 2024
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks Mohamed Elrefaie Florin Morar Angela Dai Faez Ahmed PINN AI4CE 158 18 0 13 Jun 2024
Invariant multiscale neural networks for data-scarce scientific applications I. Schurov D. Alforov M. Katsnelson A. Bagrov A. Itin AI4CE 101 0 0 12 Jun 2024
Meta-Learning Neural Procedural Biases Christian Raymond Qi Chen Bing Xue Mengjie Zhan 105 1 0 12 Jun 2024
How Interpretable Are Interpretable Graph Neural Networks? Yongqiang Chen Yatao Bian Bo Han James Cheng 90 7 0 12 Jun 2024
Self-Distillation Learning Based on Temporal-Spatial Consistency for Spiking Neural Networks Yongqi Ding Lin Zuo Mengmeng Jing Kunshan Yang Yunqian Yu 77 5 0 12 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation Qihang Yu Mark Weber XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen VLM ViT 172 104 0 11 Jun 2024
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions Alireza Afzal Aghaei 79 52 0 11 Jun 2024
Beyond the Norms: Detecting Prediction Errors in Regression Models A. Altieri Marco Romanelli Georg Pichler F. Alberge Pablo Piantanida 85 0 0 11 Jun 2024
Learning Continually by Spectral Regularization Alex Lewandowski Saurabh Kumar Dale Schuurmans András Gyorgy Marlos C. Machado CLL 89 6 0 10 Jun 2024
Beyond Trend Following: Deep Learning for Market Trend Prediction Fernando Berzal Alberto Garcia 80 0 0 10 Jun 2024
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Yan Gao Zhiwei Cao Zhongjian Miao Baosong Yang Shiyu Liu Min Zhang Jinsong Su 65 0 0 10 Jun 2024
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning Donghu Kim Hojoon Lee Kyungmin Lee Dongyoon Hwang Jaegul Choo OffRL 87 1 0 10 Jun 2024
Interpretable machine learning approach for electron antineutrino selection in a large liquid scintillator detector A. Gavrikov V. Cerrone A. Serafini R. Brugnera A. Garfagnini ... A. Triossi C. Tuvé C. Venettacci G. Verde L. Votano 49 0 0 09 Jun 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR Guanrou Yang Ziyang Ma Fan Yu Zhifu Gao Shiliang Zhang Xie Chen AuLLM 97 5 0 09 Jun 2024
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Hongjia Chen Xin Xu Fangling Pu 105 6 0 09 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 61 2 0 09 Jun 2024
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World Qinting Jiang Chuyang Ye Dongyan Wei Yuan Xue Jingyan Jiang Zhi Wang 91 0 0 08 Jun 2024
Unlocking Telemetry Potential: Self-Supervised Learning for Continuous Clinical Electrocardiogram Monitoring Thomas Kite Uzair Tahamid Siam Brian Ayers Nicholas Houstis Aaron D Aguirre 79 2 0 07 Jun 2024