FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical
Image Classification

FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification

28 June 2022

Xin Yang

Kwang-Ting Cheng

Papers citing "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification"

5 / 5 papers shown

Title
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning Yanbiao Ma Wei-Ming Dai Wenke Huang Jiayi Chen 68 0 0 09 Mar 2025
Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity Yuhang Chen Wenke Huang Mang Ye FedML 30 16 0 26 May 2024
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts Jiayi Chen Benteng Ma Hengfei Cui Yong-quan Xia OOD FedML 25 12 0 05 Dec 2023
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Zhiwei Zhang FedML 30 161 0 25 Sep 2021
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 165 770 0 15 Feb 2021