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

11 February 2015

Sergey Ioffe

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

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Title
Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification Tatsuhito Hasegawa Shunsuke Sakai 40 0 0 22 Apr 2025
Development and evaluation of a deep learning algorithm for German word recognition from lip movements Dinh Nam Pham Torsten Rahne 32 2 0 22 Apr 2025
TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data Yanbo Dai Songze Li Zihan Gan Xueluan Gong AAML FedML 37 0 0 22 Apr 2025
How to systematically develop an effective AI-based bias correction model? Xiao Zhou Yuze Sun Jie Wu Xiaomeng Huang AI4Cl 34 0 0 21 Apr 2025
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks Ashkan Shakarami Yousef Yeganeh Azade Farshad Lorenzo Nicolè Stefano Ghidoni Nassir Navab 52 0 0 21 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 41 0 0 19 Apr 2025
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection Ghodsiyeh Rostami Po-Han Chen Mahdi S. Hosseini 29 0 0 19 Apr 2025
Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training Andrea Amaduzzi Pierluigi Zama Ramirez Giuseppe Lisanti Samuele Salti Luigi Di Stefano 34 0 0 18 Apr 2025
Fairness and Robustness in Machine Unlearning Khoa Tran Simon S. Woo FaML OOD MU AAML 72 0 0 18 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 35 0 0 18 Apr 2025
Simplifying Graph Transformers Liheng Ma Soumyasundar Pal Yingxue Zhang Philip H. S. Torr Mark J. Coates 26 0 0 17 Apr 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 0 0 17 Apr 2025
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias? Tom Jacobs Chao Zhou R. Burkholz OffRL AI4CE 35 0 0 17 Apr 2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor Wonjun Yi Yong-Hwa Park 31 0 0 15 Apr 2025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers Xingjian Leng Jaskirat Singh Yunzhong Hou Zhenchang Xing Saining Xie Liang Zheng 39 1 0 14 Apr 2025
Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet) Mohammad Mahdi Danesh Pajouh 26 0 0 14 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 23 0 0 14 Apr 2025
Reduction of Supervision for Biomedical Knowledge Discovery Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 25 0 0 13 Apr 2025
crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with Noisy Labels M. Herde Lukas Lührs Denis Huseljic Bernhard Sick 29 0 0 12 Apr 2025
Boosting-inspired online learning with transfer for railway maintenance Diogo Risca Afonso Lourenço Goreti Marreiros 21 0 0 11 Apr 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 93 1 0 11 Apr 2025
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter Weather P. Bommer M. Kretschmer Fiona R. Spuler Kirill Bykov Marina M.-C. Höhne AI4Cl 23 0 0 10 Apr 2025
UAV Position Estimation using a LiDAR-based 3D Object Detection Method Uthman Olawoye Jason N. Gross 3DPC 49 3 0 09 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 50 0 0 08 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 25 1 0 08 Apr 2025
Exploring Kernel Transformations for Implicit Neural Representations Sheng Zheng Chaoning Zhang Dongshen Han Fachrina Dewi Puspitasari Xinhong Hao Yang Yang H. Shen 39 0 0 07 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 36 0 0 07 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 24 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 52 0 0 03 Apr 2025
A User-Tunable Machine Learning Framework for Step-Wise Synthesis Planning Shivesh Prakash Viki Kumar Prasad Hans-Arno Jacobsen 41 0 0 03 Apr 2025
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons Sanja Karilanova Subhrakanti Dey Ayca Ozcelikkale 45 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 26 0 0 02 Apr 2025
Learning to Normalize on the SPD Manifold under Bures-Wasserstein Geometry Rui Wang Shaocheng Jin Ziheng Chen Xiaoqing Luo Xiao Wu 46 0 0 01 Apr 2025
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification Salim Khazem Jérémy Fix C´edric Pradalier 41 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 43 0 0 31 Mar 2025
Instance-Level Data-Use Auditing of Visual ML Models Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter MLAU 60 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 36 0 0 27 Mar 2025
Network Inversion for Generating Confidently Classified Counterfeits Pirzada Suhail Amit Sethi 71 0 0 26 Mar 2025
Pluggable Style Representation Learning for Multi-Style Transfer Hongda Liu Longguang Wang Weijun Guan Ye Zhang Yulan Guo 72 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 49 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 43 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 65 1 0 24 Mar 2025
Variance Control via Weight Rescaling in LLM Pre-training Louis Owen Abhay Kumar Nilabhra Roy Chowdhury Fabian Güra 31 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 66 0 0 20 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 47 0 0 19 Mar 2025
Efficient Post-Hoc Uncertainty Calibration via Variance-Based Smoothing Fabian Denoodt José Oramas UQCV 76 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 53 0 0 18 Mar 2025
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Beyond RGB: Adaptive Parallel Processing for RAW Object Detection Shani Gamrian Hila Barel Feiran Li Masakazu Yoshimura Daisuke Iso 56 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 55 0 0 17 Mar 2025