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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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Efficient ConvBN Blocks for Transfer Learning and Beyond Kaichao You Guo Qin Anchang Bao Mengsi Cao Ping Huang Jiulong Shan Mingsheng Long 68 1 0 19 May 2023
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages Soroosh Tayebi Arasteh C. D. Ríos-Urrego E. Noeth Andreas K. Maier Seung Hee Yang J. Rusz J. Orozco-Arroyave FedML 78 17 0 18 May 2023
Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison N. Jeffrey Benjamin Dan Wandelt BDL 71 14 0 18 May 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 104 18 0 18 May 2023
NODE-ImgNet: a PDE-informed effective and robust model for image denoising Xinheng Xie Yue-bo Wu Hao Ni Cuiyu He 55 11 0 18 May 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 122 64 0 18 May 2023
GraphMoco:a Graph Momentum Contrast Model that Using Multimodel Structure Information for Large-scale Binary Function Representation Learning Runjin Sun Shize Guo Wei Li XingYu Zhang Xi Guo Zhisong Pan 77 4 0 18 May 2023
Validation of an ECAPA-TDNN system for Forensic Automatic Speaker Recognition under case work conditions F. Sigona Mirko Grimaldi 86 6 0 18 May 2023
Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend Chong Yu Tao Chen Zhongxue Gan AAML 46 1 0 18 May 2023
ReasonNet: End-to-End Driving with Temporal and Global Reasoning Hao Shao Letian Wang Ruobing Chen Steven L. Waslander Hongsheng Li Y. Liu LRM 91 83 0 17 May 2023
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks Wenfang Sun Yingjun Du Xiantong Zhen Fan Wang Lingling Wang Cees G. M. Snoek 70 5 0 17 May 2023
Connected Hidden Neurons (CHNNet): An Artificial Neural Network for Rapid Convergence Rafiad Sadat Shahir Zayed Humayun Mashrufa Akter Tamim Shouri Saha Md. Golam Rabiul Alam 20 0 0 17 May 2023
EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging Lishun Wang Miao Cao Xin Yuan 77 17 0 17 May 2023
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Ray-Patch: An Efficient Querying for Light Field Transformers T. B. Martins Javier Civera ViT 103 0 0 16 May 2023
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition Yuchen Hu Ruizhe Li Chen Chen Heqing Zou Qiu-shi Zhu Eng Siong Chng 94 8 0 16 May 2023
Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks Minyoung Huh Brian Cheung Pulkit Agrawal Phillip Isola MQ 62 55 0 15 May 2023
Dragon-Alpha&cu32: A Java-based Tensor Computing Framework With its High-Performance CUDA Library Zhiyi Zhang Pengfei Zhang Qi Wang 54 1 0 15 May 2023
A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors Alexander Hoelzemann Kristof Van Laerhoven 66 6 0 15 May 2023
Differential Convolutional Fuzzy Time Series Forecasting Tianxiang Zhan Yuanpeng He Yong Deng Zerui Li AI4TS 68 8 0 15 May 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 107 14 0 15 May 2023
Identity-Preserving Talking Face Generation with Landmark and Appearance Priors Wei‐Tao Zhong Chaowei Fang Yinqi Cai Pengxu Wei Gangming Zhao Liang Lin Guanbin Li 87 81 0 15 May 2023
Deep Learning Empowered Type-II Codebook: New Paradigm for Enhancing CSI Feedback Ke Ma Yiliang Sang Yang Ming Jin Lian Chang Tian Zhaocheng Wang 67 1 0 14 May 2023
Surface EMG-Based Inter-Session/Inter-Subject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning Md. Rabiul Islam Daniel Massicotte P. Massicotte Wei-Ping Zhu 36 15 0 13 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning Jun Shu Xiang Yuan Deyu Meng Zongben Xu 98 4 0 13 May 2023
Deep Learning-based Prediction of Electrical Arrhythmia Circuits from Cardiac Motion: An In-Silico Study J. Lebert Daniel Deng Lei Fan L. Lee Jan Christoph 64 2 0 13 May 2023
Monitoring and Adapting ML Models on Mobile Devices Wei Hao Zixi Wang Lauren Hong Lingxi Li Nader Karayanni Chengzhi Mao Junfeng Yang Asaf Cidon OffRL 70 4 0 12 May 2023
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment Hanchen Xie Jiageng Zhu Mahyar Khayatkhoei Jiazhi Li Mohamed E. Hussein Wael AbdAlmgaeed 86 3 0 12 May 2023
eXplainable Artificial Intelligence on Medical Images: A Survey Matteus Vargas Simao da Silva Rodrigo Reis Arrais Jhessica Victoria Santos da Silva Felipe Souza Tanios Mateus A. Chinelatto ... Fabiana Cristina Queiroz de Oliveira Marucci Francisco Alves de Souza Neto Danilo Xavier Silva Vitor Yukio Kondo C. F. G. Santos MedIm XAI 40 1 0 12 May 2023
Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation Zewen Zheng Guoheng Huang Xiaochen Yuan Chi-Man Pun Hongzhi Liu Wing-Kuen Ling 88 23 0 12 May 2023
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention Xinyu Liu Houwen Peng Ningxin Zheng Yuqing Yang Han Hu Yixuan Yuan ViT 102 316 0 11 May 2023
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong Kai Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 88 22 0 11 May 2023
Quran Recitation Recognition using End-to-End Deep Learning Ahmad Al Harere Khloud Al Jallad 49 7 0 10 May 2023
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks Burak Ercan O. Eker Canberk Saglam Aykut Erdem Erkut Erdem VGen 91 27 0 10 May 2023
Appliance Detection Using Very Low-Frequency Smart Meter Time Series Adrien Petralia Philippe Charpentier Paul Boniol Themis Palpanas AI4TS 70 13 0 10 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 139 14 0 10 May 2023
DPMLBench: Holistic Evaluation of Differentially Private Machine Learning Chengkun Wei Ming-Hui Zhao Zhikun Zhang Min Chen Wenlong Meng Bodong Liu Yuan-shuo Fan Wenzhi Chen 103 11 0 10 May 2023
Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification Jia-ju Mao Shu-Hua Guo Yuan Chang Xuesong Yin Binling Nie 77 2 0 10 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 189 75 0 10 May 2023
Robust Implicit Regularization via Weight Normalization H. Chou Holger Rauhut Rachel A. Ward 88 7 0 09 May 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues Chengwei Peng Xianzhong Long Yun Li SSL 85 1 0 09 May 2023
Effective Medical Code Prediction via Label Internal Alignment Guodong Liu OffRL 48 0 0 09 May 2023
Reinforcement Learning for Topic Models Jeremy Costello Marek Reformat BDL OffRL 77 2 0 08 May 2023
Riesz networks: scale invariant neural networks in a single forward pass Tin Barisin K. Schladitz C. Redenbach 71 12 0 08 May 2023
Towards Accurate Human Motion Prediction via Iterative Refinement Jiarui Sun Girish Chowdhary 3DH 60 4 0 08 May 2023
TaLU: A Hybrid Activation Function Combining Tanh and Rectified Linear Unit to Enhance Neural Networks M. Hasan Md. Ali Hossain Azmain Yakin Srizon Abu Sayeed 64 1 0 08 May 2023