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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
Adaptive trajectory-constrained exploration strategy for deep reinforcement learning Guojian Wang Faguo Wu Xiao Zhang Ning Guo Zhiming Zheng 69 3 0 27 Dec 2023
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Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models Gianni Franchi Olivier Laurent Maxence Leguéry Andrei Bursuc Andrea Pilzer Angela Yao UQCV BDL 60 6 0 23 Dec 2023
Understanding normalization in contrastive representation learning and out-of-distribution detection T. L. Gia Jaehyun Ahn OODD 84 2 0 23 Dec 2023
$Towards End-to-End Structure Solutions from Information-Compromised Diffraction Data via Generative Deep Learning$ Towards End-to-End Structure Solutions from Information-Compromised Diffraction Data via Generative Deep Learning Gabriel Guo Judah Goldfeder Ling Lan Aniv Ray Albert Hanming Yang Boyuan Chen S. Billinge Hod Lipson 51 4 0 23 Dec 2023
PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs Max Zimmer Megi Andoni Christoph Spiegel Sebastian Pokutta VLM 181 10 0 23 Dec 2023
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation Chengming Hu Haolun Wu Xuan Li Chen Ma Xi Chen Jun Yan Boyu Wang Xue Liu 106 3 0 22 Dec 2023
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 288 1,216 0 21 Dec 2023
ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection Kai Huang Boyuan Yang Wei Gao 93 21 0 21 Dec 2023
Leveraging Visual Supervision for Array-based Active Speaker Detection and Localization Davide Berghi Philip J. B. Jackson 66 5 0 21 Dec 2023
CR-SAM: Curvature Regularized Sharpness-Aware Minimization Tao Wu Tie Luo D. C. Wunsch 77 3 0 21 Dec 2023
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI Benjamin Billot Neel Dey Daniel Moyer M. Hoffmann Esra Abaci Turk B. Gagoski Ellen Grant Polina Golland 3DPC 124 6 0 21 Dec 2023
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Multi-stages attention Breast cancer classification based on nonlinear spiking neural P neurons with autapses Bo Yang Hong Peng Xiaohui Luo Jun Wang 32 1 0 20 Dec 2023
Cross-Modal Reasoning with Event Correlation for Video Question Answering Chengxiang Yin Zhengping Che Kun Wu Zhiyuan Xu Qinru Qiu Jian Tang 60 0 0 20 Dec 2023
DoDo-Code: a Deep Levenshtein Distance Embedding-based Code for IDS Channel and DNA Storage Alan J.X. Guo Sihan Sun Xiang Wei Mengyi Wei Xin Chen 59 1 0 20 Dec 2023
Rotational Augmented Noise2Inverse for Low-dose Computed Tomography Reconstruction Hang Xu A. Perelli 50 1 0 19 Dec 2023
Optimizing Neural Networks with Gradient Lexicase Selection Lijie Ding Lee Spector 93 20 0 19 Dec 2023
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 84 1 0 18 Dec 2023
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning Bingchen Zhao Haoqin Tu Chen Wei Jieru Mei Cihang Xie 114 36 0 18 Dec 2023
Graph Transformers for Large Graphs Vijay Prakash Dwivedi Yozen Liu Anh Tuan Luu Xavier Bresson Neil Shah Tong Zhao GNN 66 8 0 18 Dec 2023
Towards Effective Multi-Moving-Camera Tracking: A New Dataset and Lightweight Link Model Yanting Zhang Shuanghong Wang Qingxiang Wang Cairong Yan Rui Fan 103 0 0 18 Dec 2023
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series Adrien Petralia Philippe Charpentier Themis Palpanas AI4TS 114 4 0 17 Dec 2023
Post-Training Quantization for Re-parameterization via Coarse & Fine Weight Splitting Dawei Yang Ning He Xing Hu Zhihang Yuan Jiangyong Yu Chen Xu Zhe Jiang MQ 90 7 0 17 Dec 2023
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit Stefan Kolek Aditya Chattopadhyay Kwan Ho Ryan Chan Héctor Andrade-Loarca Gitta Kutyniok René Vidal 36 2 0 16 Dec 2023
How to Train Neural Field Representations: A Comprehensive Study and Benchmark Samuele Papa Riccardo Valperga David M. Knigge Miltiadis Kofinas Phillip Lippe Jan-Jakob Sonke E. Gavves 110 7 0 16 Dec 2023
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices Mingbin Xu Alex Jin Sicheng Wang Mu Su Tim Ng ... Shiyi Han Zhihong Lei Yaqiao Deng Zhen Huang Mahesh Krishnamoorthy 70 5 0 16 Dec 2023
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification Rui Yang Wenrui Dai H. She Yiping P. Du Dapeng Wu Hongkai Xiong 62 2 0 16 Dec 2023
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems Mikolaj Malkiñski Jacek Mańdziuk 64 4 0 15 Dec 2023
Fragility, Robustness and Antifragility in Deep Learning Chandresh Pravin Ivan Martino Giuseppe Nicosia Varun Ojha 83 0 0 15 Dec 2023
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Toward Deep Drum Source Separation Alessandro Ilic Mezza Riccardo Giampiccolo Alberto Bernardini Augusto Sarti 78 4 0 15 Dec 2023
Unraveling Batch Normalization for Realistic Test-Time Adaptation A. Mondal Jingwei Guo B. Roy C. Roy Qiufeng Wang Kevin A. Schneider 73 5 0 15 Dec 2023
Text-Guided Face Recognition using Multi-Granularity Cross-Modal Contrastive Learning Md Golam Moula Mehedi Hasan S. Sami Nasser M. Nasrabadi 65 6 0 14 Dec 2023
$Improve Robustness of Reinforcement Learning against Observation Perturbations via $l_\infty$ Lipschitz Policy Networks$ Improve Robustness of Reinforcement Learning against Observation Perturbations via $l_\infty$ Lipschitz Policy Networks Buqing Nie Jingtian Ji Yangqing Fu Yue Gao 81 4 0 14 Dec 2023
Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous Computing Environments with APPFLx Trung-Hieu Hoang Jordan D. Fuhrman Ravi K. Madduri Miao Li Pranshu Chaturvedi ... Kibaek Kim Minseok Ryu Ryan Chard Eliu A. Huerta Maryellen L. Giger 94 6 0 14 Dec 2023
Deep Learning with Physics Priors as Generalized Regularizers Frank Liu Agniva Chowdhury BDL PINN AI4CE 76 3 0 14 Dec 2023
Adaptive Shortcut Debiasing for Online Continual Learning Doyoung Kim Dongmin Park Yooju Shin Jihwan Bang Hwanjun Song Jae-Gil Lee CLL 89 3 0 14 Dec 2023
Pose and shear-based tactile servoing John Lloyd Nathan Lepora 62 14 0 13 Dec 2023
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network Yuyang Sun H. Nguyen Chun-Shien Lu ZhiYong Zhang Lu Sun Isao Echizen CVBM 87 2 0 13 Dec 2023
Balanced and Deterministic Weight-sharing Helps Network Performance Oscar Chang Hod Lipson 24 0 0 13 Dec 2023
SVInvNet: A Densely Connected Encoder-Decoder Architecture for Seismic Velocity Inversion Mojtaba Najafi Khatounabad H. Keles Selma Kadioglu 71 0 0 13 Dec 2023
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GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating L. Fisch M. Heming A. Schulte-Mecklenbeck C. Gross Stefan Zumdick ... N. Winter U. Dannlowski Heinz Wiendl G. M. Hörste Tim Hahn 53 1 0 12 Dec 2023
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation Xiaojie Fang Xingguo Song Xiangyin Meng Xu Fang Sheng Jin 47 0 0 12 Dec 2023
Investigation into the Training Dynamics of Learned Optimizers Jan Sobotka Petr Simánek Daniel Vasata 80 0 0 12 Dec 2023