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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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UAV Position Estimation using a LiDAR-based 3D Object Detection Method Uthman Olawoye Jason N. Gross 3DPC 149 3 0 09 Apr 2025
Learning-enhanced electronic skin for tactile sensing on deformable surface based on electrical impedance tomography Huazhi Dong Xiaopeng Wu Delin Hu Zhe Liu F. Giorgio-Serchi Yunjie Yang 78 3 0 08 Apr 2025
Decentralized Federated Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis Shahryar Zehtabi Dong-Jun Han Seyyedali Hosseinalipour Christopher G. Brinton FedML AI4CE 134 0 0 08 Apr 2025
REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning Jihyun Lee Weipeng Xu Alexander Richard S. Wei Shunsuke Saito Shaojie Bai Te-Li Wang Minhyuk Sung Tae-Kyun Kim Jason M. Saragih DiffM VGen 86 0 0 07 Apr 2025
Exploring Kernel Transformations for Implicit Neural Representations Sheng Zheng Chaoning Zhang Dongshen Han Fachrina Dewi Puspitasari Xinhong Hao Yang Yang Jikang Cheng 66 0 0 07 Apr 2025
A User-Tunable Machine Learning Framework for Step-Wise Synthesis Planning Shivesh Prakash Viki Kumar Prasad Hans-Arno Jacobsen 92 0 0 03 Apr 2025
Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU Giulio Malenza Francesco Targa Adriano Marques Garcia Marco Aldinucci Robert Birke 136 0 0 03 Apr 2025
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons Sanja Karilanova Subhrakanti Dey Ayca Ozcelikkale 96 0 0 03 Apr 2025
Data-Driven Object Tracking: Integrating Modular Neural Networks into a Kalman Framework Christian Alexander Holz Christian Bader Markus Enzweiler Matthias Drüppel VOT 88 0 0 03 Apr 2025
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding Xi Fu Rui Liu Aung Aung Phyo Wai Hannah Pulferer Neethu Robinson Gernot R Müller-Putz Cuntai Guan 53 0 0 02 Apr 2025
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification Salim Khazem Jérémy Fix C´edric Pradalier 51 0 0 01 Apr 2025
Learning to Normalize on the SPD Manifold under Bures-Wasserstein Geometry Rui Wang Shaocheng Jin Ziheng Chen Xiaoqing Luo Xiao Wu 79 0 0 01 Apr 2025
An End-to-End Comprehensive Gear Fault Diagnosis Method Based on Multi-Scale Feature-Level Fusion Strategy Bowei Qiao Hongwei Wang 55 0 0 31 Mar 2025
Instance-Level Data-Use Auditing of Visual ML Models Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter MLAU 96 0 0 28 Mar 2025
HybridoNet-Adapt: A Domain-Adapted Framework for Accurate Lithium-Ion Battery RUL Prediction Khoa Tran Bao Huynh T. Le Lam Pham Vy-Rin Nguyen Hung-Cuong Trinh Duong Tran Anh 124 1 0 27 Mar 2025
Network Inversion for Generating Confidently Classified Counterfeits Pirzada Suhail Amit Sethi 134 1 0 26 Mar 2025
Pluggable Style Representation Learning for Multi-Style Transfer Hongda Liu Longguang Wang Weijun Guan Ye Zhang Yulan Guo 147 1 0 26 Mar 2025
Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images Elena Buglakova Anwai Archit Edoardo DÍmprima Julia Mahamid Constantin Pape Anna Kreshuk 102 0 0 25 Mar 2025
Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics Md. Barkat Ullah Tusher Shartaz Khan Akash Amirul Islam Showmik 55 0 0 24 Mar 2025
FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images Rong Wang F. Prada Ziyan Wang Zhongshi Jiang Chengxiang Yin ... Javier Romero R. Joshi Hongdong Li Jason M. Saragih Yaser Sheikh 3DH 172 1 0 24 Mar 2025
Variance Control via Weight Rescaling in LLM Pre-training Louis Owen Abhay Kumar Nilabhra Roy Chowdhury Fabian Güra 69 0 0 21 Mar 2025
LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices Cynthia Dong Hong Jia Young D. Kwon Georgios Rizos Cecilia Mascolo MQ 98 0 0 20 Mar 2025
Efficient Post-Hoc Uncertainty Calibration via Variance-Based Smoothing Fabian Denoodt José Oramas UQCV 176 0 0 19 Mar 2025
A Context-Driven Training-Free Network for Lightweight Scene Text Segmentation and Recognition Ritabrata Chakraborty Shivakumara Palaiahnakote Umapada Pal Cheng-Lin Liu VLM 110 0 0 19 Mar 2025
AI-Powered Prediction of Nanoparticle Pharmacokinetics: A Multi-View Learning Approach Amirhossein Khakpour Lucia Florescu Richard Tilley Haibo Jiang K. Swaminathan Iyer Gustavo Carneiro 70 0 0 18 Mar 2025
RETHINED: A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting On Edge Devices Marcelo Sanchez G. Triginer Ignacio Sarasua Lara Raad C. Ballester 107 0 0 18 Mar 2025
RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall Downscaling Marcello Iotti Paolo Davini Jost von Hardenberg Giuseppe Zappa GAN 104 0 0 17 Mar 2025
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection Shani Gamrian Hila Barel Feiran Li Masakazu Yoshimura Daisuke Iso 87 0 0 17 Mar 2025
ASMR: Adaptive Skeleton-Mesh Rigging and Skinning via 2D Generative Prior Seokhyeon Hong Soojin Choi Chaelin Kim Sihun Cha Junyong Noh 3DH 104 0 0 17 Mar 2025
On Local Posterior Structure in Deep Ensembles Mikkel Jordahn Jonas Vestergaard Jensen Mikkel N. Schmidt Michael Riis Andersen UQCV BDL OOD 146 0 0 17 Mar 2025
Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain Wonjun Yi Yong-Hwa Park 36 1 0 15 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Vaishnav Ramesh Junliang Liu Piyush Singh Md Jahidul Islam DiffM 104 0 0 14 Mar 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages Matteo Farina Massimiliano Mancini Giovanni Iacca Elisa Ricci VLM 94 0 0 14 Mar 2025
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition Kaixiang Yang Xin Li Qiang Li Zhiwei Wang 93 0 0 13 Mar 2025
Impact of buckypaper on the mechanical properties and failure modes of composites Kartik Tripathi Mohamed H. Hamza Aditi Chattopadhyay Todd C. Henry Asha Hall AI4CE 79 3 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu OffRL ViT 160 20 0 13 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan Tomoki Toda 100 0 0 13 Mar 2025
Multiplicative Learning Han Kim Hyungjoon Soh V. Periwal Junghyo Jo 85 0 0 13 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 123 0 0 12 Mar 2025
Group-robust Machine Unlearning Thomas De Min Subhankar Roy Stéphane Lathuilière Elisa Ricci Massimiliano Mancini MU OOD 167 1 0 12 Mar 2025
Gait in Eight: Efficient On-Robot Learning for Omnidirectional Quadruped Locomotion Nico Bohlinger Jonathan Kinzel Daniel Palenicek Lukasz Antczak Jan Peters 78 2 0 11 Mar 2025
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds Riccardo Mazzieri Jacopo Pegoraro Michele Rossi CVBM 134 1 0 10 Mar 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 114 0 0 10 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 128 0 0 10 Mar 2025
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation Lei Zhu Yanyu Xu Huazhu Fu Xinxing Xu Rick Siow Mong Goh Yong Liu 43 0 0 07 Mar 2025
A Real-time Multimodal Transformer Neural Network-powered Wildfire Forecasting System Qijun Chen Shaofan Li 120 0 0 07 Mar 2025
SED2AM: Solving Multi-Trip Time-Dependent Vehicle Routing Problem using Deep Reinforcement Learning Arash Mozhdehi Yansen Wang Sun Sun Xin Eric Wang AI4TS 109 0 0 06 Mar 2025