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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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For SALE: State-Action Representation Learning for Deep Reinforcement Learning Scott Fujimoto Wei-Di Chang Edward James Smith S. Gu Doina Precup David Meger OffRL 109 55 0 04 Jun 2023
Active Inference-Based Optimization of Discriminative Neural Network Classifiers Faezeh Fallah 60 0 0 04 Jun 2023
Biologically-Motivated Learning Model for Instructed Visual Processing R. Abel S. Ullman 74 0 0 04 Jun 2023
Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for Multivariate Time Series Forecasting Dependency for Multivariate Time Series Forecasting Donghao Luo Xue Wang BDL AI4TS 84 2 0 04 Jun 2023
Deep Classifier Mimicry without Data Access Steven Braun Martin Mundt Kristian Kersting DiffM 77 4 0 03 Jun 2023
Efficient Spoken Language Recognition via Multilabel Classification Oriol Nieto Zeyu Jin Franck Dernoncourt Justin Salamon 60 1 0 02 Jun 2023
Two-View Geometry Scoring Without Correspondences Axel Barroso-Laguna Eric Brachmann V. Prisacariu Gabriel J. Brostow Daniyar Turmukhambetov 73 13 0 02 Jun 2023
Probabilistic Concept Bottleneck Models Eunji Kim Dahuin Jung Sangha Park Siwon Kim Sung-Hoon Yoon 143 72 0 02 Jun 2023
A Feature Reuse Framework with Texture-adaptive Aggregation for Reference-based Super-Resolution Xiaoyong Mei Yi Yang Ming Li Changqin Huang Kai Zhang Pietro Lio 61 4 0 02 Jun 2023
LLMatic: Neural Architecture Search via Large Language Models and Quality Diversity Optimization Muhammad Umair Nasir Sam Earle C. Cleghorn Steven D. James Julian Togelius 172 61 0 01 Jun 2023
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners Yonglong Tian Lijie Fan Phillip Isola Huiwen Chang Dilip Krishnan VLM DiffM 156 153 0 01 Jun 2023
Initial Guessing Bias: How Untrained Networks Favor Some Classes Emanuele Francazi Aurelien Lucchi Marco Baity-Jesi AI4CE 83 4 0 01 Jun 2023
Data Interpolants -- That's What Discriminators in Higher-order Gradient-regularized GANs Are Siddarth Asokan C. Seelamantula 78 4 0 01 Jun 2023
On the Weight Dynamics of Deep Normalized Networks Christian H. X. Ali Mehmeti-Göpel Michael Wand 93 2 0 01 Jun 2023
Stuttering Detection Using Speaker Representations and Self-supervised Contextual Embeddings S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 71 6 0 01 Jun 2023
Normalization Enhances Generalization in Visual Reinforcement Learning Lu Li Jiafei Lyu Guozheng Ma Zilin Wang Zhen Yang Xiu Li Zhiheng Li OOD 92 10 0 01 Jun 2023
Rotating Features for Object Discovery Sindy Löwe Phillip Lippe Francesco Locatello Max Welling OCL 137 28 0 01 Jun 2023
Reconstructing Graph Diffusion History from a Single Snapshot Ruizhong Qiu Dingsu Wang Lei Ying H. Vincent Poor Yifang Zhang Hanghang Tong DiffM 103 7 0 01 Jun 2023
Towards Interactive Image Inpainting via Sketch Refinement Chang-Shu Liu Shunxin Xu Jialun Peng Kaiwen Zhang Dong Liu 106 3 0 01 Jun 2023
Symmetric Uncertainty-Aware Feature Transmission for Depth Super-Resolution Wuxuan Shi Mang Ye Bo Du 100 18 0 01 Jun 2023
HySpecNet-11k: A Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods Martin Hermann Paul Fuchs Begüm Demir 44 20 0 01 Jun 2023
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning A. Li Elisa Bertino Xuan-Hong Dang Ankush Singla Yuhai Tu M. Wegman OOD 76 1 0 01 Jun 2023
Physics-informed machine learning of redox flow battery based on a two-dimensional unit cell model Wenqian Chen Yu-Hang Fu P. Stinis PINN 80 12 0 31 May 2023
Self-supervised Vision Transformers for 3D Pose Estimation of Novel Objects S. Thalhammer Jean-Baptiste Weibel Markus Vincze Jose Garcia-Rodriguez ViT 96 10 0 31 May 2023
Towards Fair Disentangled Online Learning for Changing Environments Chenxu Zhao Feng Mi Xintao Wu Kai Jiang Latifur Khan Christan Earl Grant Feng Chen 72 15 0 31 May 2023
Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training Yijia Zhang Yibo Han Shijie Cao Guohao Dai Youshan Miao Ting Cao Fan Yang Ningyi Xu 59 4 0 31 May 2023
One shot learning based drivers head movement identification using a millimetre wave radar sensor Hong Nhung Nguyen Seongwook Lee Tien-Tung Nguyen Yong-Hwa Kim 23 7 0 31 May 2023
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization Kaixuan Chen Shunyu Liu Tongtian Zhu Tongya Zheng Haofei Zhang Zunlei Feng Jingwen Ye Mingli Song 135 16 0 31 May 2023
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits Zhuokai Zhao Takumi Matsuzawa W. Irvine Michael Maire G. Kindlmann 95 2 0 31 May 2023
Power Control with QoS Guarantees: A Differentiable Projection-based Unsupervised Learning Framework Mehrazin Alizadeh Hina Tabassum 33 11 0 31 May 2023
Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN Yang‐Zhi Hu Qian Zheng Xudong Jiang Gang Pan MQ 84 53 0 31 May 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain Ruimin Gao Hao-Li Zou Zhekai Duan 77 3 0 31 May 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI Xiaofeng Liu Helen A. Shih Fangxu Xing E. Santarnecchi Xiaofeng Liu Jonghye Woo CLL 89 5 0 30 May 2023
Approximate Bayesian Class-Conditional Models under Continuous Representation Shift Thomas L. Lee Amos Storkey BDL 86 4 0 30 May 2023
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models Ba-Hien Tran Giulio Franzese Pietro Michiardi Maurizio Filippone DiffM 134 4 0 30 May 2023
AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies Yixuan Zhou Peiyu Yang Yi Qu Xing Xu Zhe Sun Andrzej Cichocki 82 3 0 30 May 2023
ShuffleMix: Improving Representations via Channel-Wise Shuffle of Interpolated Hidden States Kang Liu Ke Chen Lihua Guo Yaowei Wang Kui Jia 89 0 0 30 May 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang Liu Ke Chen Yaowei Wang Kui Jia 90 1 0 30 May 2023
Global Layers: Non-IID Tabular Federated Learning Yazan Obeidi FedML 101 0 0 29 May 2023
Pix2Repair: Implicit Shape Restoration from Images Xinchao Song N. Lamb Sean Banerjee N. Banerjee 3DV 79 0 0 29 May 2023
A Rainbow in Deep Network Black Boxes Florentin Guth Brice Ménard G. Rochette S. Mallat 114 12 0 29 May 2023
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification Bin Wang Hongyi Pan Armstrong Aboah Zheyu Zhang Elif Keles Drew Torigian Baris Turkbey Elizabeth A. Krupinski Jayaram K. Udupa Ulas Bagci 115 25 0 29 May 2023
Generative Adversarial Networks based Skin Lesion Segmentation S. Innani Prasad Dutande Ujjwal Baid Venu Pokuri Spyridon Bakas Sanjay Talbar Bhakti Baheti Sharath Chandra Guntuku GAN MedIm 72 11 0 29 May 2023
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning Jialong Wu Haoyu Ma Chao Deng Mingsheng Long OffRL 84 33 0 29 May 2023
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction Senhui Qiu S. Bhattacharyya Damien Coyle Shirin Dora 59 2 0 29 May 2023
Intelligent gradient amplification for deep neural networks S. Basodi K. Pusuluri Xueli Xiao Yi Pan ODL 40 1 0 29 May 2023
Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization S. S. Mondal Steven M. Frankland Taylor Webb Jonathan D. Cohen 88 1 0 28 May 2023
Examining the Role and Limits of Batchnorm Optimization to Mitigate Diverse Hardware-noise in In-memory Computing Abhiroop Bhattacharjee Abhishek Moitra Youngeun Kim Yeshwanth Venkatesha Priyadarshini Panda 51 9 0 28 May 2023
T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection Sudarshan Regmi Bibek Panthi S. Dotel P. Gyawali Danail Stoynov Binod Bhattarai OODD 54 3 0 28 May 2023
On the impact of activation and normalization in obtaining isometric embeddings at initialization Amir Joudaki Hadi Daneshmand Francis R. Bach 55 10 0 28 May 2023