Experimenting with Normalization Layers in Federated Learning on non-IID scenarios

19 March 2023

Papers citing "Experimenting with Normalization Layers in Federated Learning on non-IID scenarios"

5 / 5 papers shown

Title
Exploring the Efficacy of Group-Normalization in Deep Learning Models for Alzheimer's Disease Classification Gousia Habib Ishfaq Ahmed Malik Jameel Ahmad Imtiaz Ahmed Shaima Qureshi 16 0 0 01 Apr 2024
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 158 634 0 27 Oct 2021
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 163 770 0 15 Feb 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 82 936 0 03 Feb 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,696 0 15 Sep 2016