v1v2v3 (latest)

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

50 / 11,193 papers shown

Title
Reconfigurable Robot Identification from Motion Data Yuhang Hu Yunzhe Wang Ruibo Liu Zhou Shen Hod Lipson 60 1 0 15 Mar 2024
Robust Shape Fitting for 3D Scene Abstraction Florian Kluger Eric Brachmann Michael Ying Yang Bodo Rosenhahn 3DV 3DPC 56 3 0 15 Mar 2024
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis F. Maani Numan Saeed Aleksandr Matsun Mohammad Yaqub SyDa 94 4 0 15 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 119 6 0 15 Mar 2024
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding Guo Chen Yifei Huang Jilan Xu Baoqi Pei Zhe Chen Zhiqi Li Jiahao Wang Kunchang Li Tong Lu Limin Wang Mamba 140 78 0 14 Mar 2024
DF4LCZ: A SAM-Empowered Data Fusion Framework for Scene-Level Local Climate Zone Classification Qianqian Wu Xianping Ma Jialu Sui Man-On Pun 53 6 0 14 Mar 2024
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
xMLP: Revolutionizing Private Inference with Exclusive Square Activation Jiajie Li Jinjun Xiong 59 0 0 12 Mar 2024
Do Deep Neural Network Solutions Form a Star Domain? Ankit Sonthalia Alexander Rubinstein Ehsan Abbasnejad Seong Joon Oh MoMe 594 4 5 12 Mar 2024
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
Real-Time Simulated Avatar from Head-Mounted Sensors Zhengyi Luo Jinkun Cao Rawal Khirodkar Alexander Winkler Jing Huang Kris Kitani Weipeng Xu 82 7 0 11 Mar 2024
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
SUPClust: Active Learning at the Boundaries Yuta Ono Till Aczél Benjamin Estermann Roger Wattenhofer 83 2 0 06 Mar 2024
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
Probabilistic Topic Modelling with Transformer Representations Arik Reuter Anton Thielmann Christoph Weisser Benjamin Säfken Thomas Kneib 72 1 0 06 Mar 2024
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
What do we learn from inverting CLIP models? Hamid Kazemi Atoosa Malemir Chegini Jonas Geiping Soheil Feizi Tom Goldstein 55 6 0 05 Mar 2024
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
Towards Calibrated Deep Clustering Network Yuheng Jia Jianhong Cheng Hui Liu Junhui Hou UQCV 138 1 0 04 Mar 2024
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 27 1 0 02 Mar 2024
Subhomogeneous Deep Equilibrium Models Pietro Sittoni Francesco Tudisco 66 1 0 01 Mar 2024
Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning Yixiong Zou Yicong Liu Yiman Hu Yuhua Li Ruixuan Li 86 7 0 01 Mar 2024
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models Frederik Kunstner Robin Yadav Alan Milligan Mark Schmidt Alberto Bietti 95 34 0 29 Feb 2024
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