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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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Fast Inference of Removal-Based Node Influence Weikai Li Zhiping Xiao Xiao Luo Yizhou Sun AAML 85 1 0 13 Mar 2024
A Decade's Battle on Dataset Bias: Are We There Yet? Zhuang Liu Kaiming He 94 37 0 13 Mar 2024
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Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation Feilong Tang Zhongxing Xu Zhaojun Qu Wei Feng Xingjian Jiang Zongyuan Ge 101 10 0 12 Mar 2024
Imbalance-aware Presence-only Loss Function for Species Distribution Modeling Robin Zbinden Nina Van Tiel M. Rußwurm D. Tuia 65 4 0 12 Mar 2024
$How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance$ How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance Hongkang Li Shuai Zhang Yihua Zhang Meng Wang Sijia Liu Pin-Yu Chen 105 4 0 12 Mar 2024
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling Hyungi Lee G. Nam Edwin Fong Juho Lee BDL 80 6 0 12 Mar 2024
Semantic Residual Prompts for Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini E. Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL VLM 123 11 0 11 Mar 2024
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Detection of Object Throwing Behavior in Surveillance Videos Ivo P.C. Kersten Erkut Akdag Egor Bondarev Peter H. N. de With 39 2 0 11 Mar 2024
Ant Colony Sampling with GFlowNets for Combinatorial Optimization Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jiwoo Son Jinkyoo Park Yoshua Bengio 144 32 0 11 Mar 2024
Sort & Slice: A Simple and Superior Alternative to Hash-Based Folding for Extended-Connectivity Fingerprints Markus Dablander Thierry Hanser R. Lambiotte Garrett M. Morris 41 1 0 10 Mar 2024
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning Woojin Ahn G. Yang H. Choi M. Lim 56 8 0 10 Mar 2024
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection Ximiao Zhang Min Xu Xiuzhuang Zhou 121 61 0 09 Mar 2024
Augmentations vs Algorithms: What Works in Self-Supervised Learning Warren Morningstar Alex Bijamov Chris Duvarney Luke Friedman Neha Kalibhat ... Philip Mansfield Renan A. Rojas-Gomez Karan Singhal Bradley Green Sushant Prakash SSL 77 12 0 08 Mar 2024
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on Curves Jiayan Cao Xueyu Zhu Cheng Qian 3DPC 60 3 0 08 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision Zeyang Zhang Xin Eric Wang Ziwei Zhang Guangyao Shen Shiqi Shen Wenwu Zhu 102 12 0 08 Mar 2024
Agile Multi-Source-Free Domain Adaptation Xinyao Li Jingjing Li Fengling Li Lei Zhu Ke Lu 92 10 0 08 Mar 2024
Linearly Constrained Weights: Reducing Activation Shift for Faster Training of Neural Networks Takuro Kutsuna LLMSV 38 1 0 08 Mar 2024
Optimizing Retinal Prosthetic Stimuli with Conditional Invertible Neural Networks Yuli Wu Julian Wittmann Peter Walter Johannes Stegmaier 93 1 0 07 Mar 2024
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks Lisa Schneckenreiter Richard Freinschlag Florian Sestak Johannes Brandstetter Günter Klambauer Andreas Mayr 108 5 0 07 Mar 2024
Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy S. Giaremis Noujoud Nader Clint Dawson Hartmut Kaiser Carola Kaiser Efstratios Nikidis 44 12 0 07 Mar 2024
Efficient CNN-LSTM based Parameter Estimation of Levy Driven Stochastic Differential Equations Shuaiyu Li Yang Ruan Changzhou Long Yuzhong Cheng AI4TS 54 0 0 07 Mar 2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris ViT FAtt 63 7 0 07 Mar 2024
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A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network Ruichen Ma G. Qiao Yián Liu L. Meng N. Ning Yang Liu Shaogang Hu AAML MQ 93 3 0 06 Mar 2024
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Multimodal Anomaly Detection based on Deep Auto-Encoder for Object Slip Perception of Mobile Manipulation Robots Youngjae Yoo Chung-yeon Lee Byoung-Tak Zhang 41 10 0 06 Mar 2024
SalienTime: User-driven Selection of Salient Time Steps for Large-Scale Geospatial Data Visualization Juntong Chen Haiwen Huang Huayuan Ye Zhong Peng Chenhui Li Changbo Wang 93 1 0 06 Mar 2024
SGD with Partial Hessian for Deep Neural Networks Optimization Ying Sun Hongwei Yong Lei Zhang ODL 51 0 0 05 Mar 2024
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MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection Tianxiang Chen Zi Ye Zhentao Tan Tao Gong Yue-bo Wu Qi Chu Bin Liu Nenghai Yu Jieping Ye Mamba 109 58 0 04 Mar 2024
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions Maytus Piriyajitakonkij Mingfei Sun Mengmi Zhang Wei Pan ViT 100 1 0 04 Mar 2024
Improving out-of-distribution generalization in graphs via hierarchical semantic environments Yinhua Piao Sangseon Lee Yijingxiu Lu Sun Kim OOD 87 2 0 04 Mar 2024
Attention Guidance Mechanism for Handwritten Mathematical Expression Recognition Yutian Liu Wenjun Ke Jianguo Wei 111 0 0 04 Mar 2024
MCA: Moment Channel Attention Networks Yangbo Jiang Zhiwei Jiang Le Han Zenan Huang Nenggan Zheng 37 3 0 04 Mar 2024
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ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis Mingyue Cheng Jiqian Yang Tingyue Pan Qi Liu Zhi Li AI4TS 73 16 0 03 Mar 2024
A Photonic Physically Unclonable Function's Resilience to Multiple-Valued Machine Learning Attacks Jessie M. Henderson Elena R. Henderson Clayton A. Harper H. Shahoei William V. Oxford Eric C. Larson Duncan L. MacFarlane Mitchell A. Thornton 24 1 0 02 Mar 2024
Subhomogeneous Deep Equilibrium Models Pietro Sittoni Francesco Tudisco 66 1 0 01 Mar 2024
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CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition Shing Chan Hang Yuan Catherine Tong Aidan Acquah Abram Schonfeldt Jonathan Gershuny Aiden Doherty 94 10 0 29 Feb 2024