Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning

28 May 2025

Papers citing "Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning"

15 / 15 papers shown

Title
COALA: A Practical and Vision-Centric Federated Learning Platform Weiming Zhuang Jian Xu Chen Chen Jingtao Li Lingjuan Lyu VLM FedML 84 5 0 23 Jul 2024
FedWon: Triumphing Multi-domain Federated Learning Without Normalization Weiming Zhuang Lingjuan Lyu 32 10 0 09 Jun 2023
Rethinking Normalization Methods in Federated Learning Zhixu Du Jingwei Sun Ang Li Pin-Yu Chen Jianyi Zhang H. Li Yiran Chen FedML 34 30 0 07 Oct 2022
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning Matías Mendieta Taojiannan Yang Pu Wang Minwoo Lee Zhengming Ding Chong Chen FedML 58 160 0 28 Nov 2021
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 245 802 0 15 Feb 2021
Siloed Federated Learning for Multi-Centric Histopathology Datasets M. Andreux Jean Ogier du Terrail C. Béguier Eric W. Tramel FedML OOD AI4CE 27 114 0 17 Aug 2020
Gradient Centralization: A New Optimization Technique for Deep Neural Networks Hongwei Yong Jianqiang Huang Xiansheng Hua Lei Zhang ODL 34 185 0 03 Apr 2020
The Non-IID Data Quagmire of Decentralized Machine Learning Kevin Hsieh Amar Phanishayee O. Mutlu Phillip B. Gibbons 105 563 0 01 Oct 2019
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification T. Hsu Qi Matthew Brown FedML 97 1,128 0 13 Sep 2019
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks Ryo Karakida S. Akaho S. Amari 41 41 0 07 Jun 2019
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 48 603 0 01 Jun 2018
Group Normalization Yuxin Wu Kaiming He 89 3,626 0 22 Mar 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 154 10,412 0 21 Jul 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 493 99,991 0 04 Sep 2014
One weird trick for parallelizing convolutional neural networks A. Krizhevsky GNN 36 1,297 0 23 Apr 2014