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  1. FedNoRo FedNoRo Public

    The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and Label Noise Heterogeneity", which is accepted at IJCAI'23 main…

    Python 20 10

  2. FedIIC FedIIC Public

    The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification", which is accepted at MICCAI'23 (Early Accept, top 14% in to…

    Python 11 4

  3. FedAAAI FedAAAI Public

    Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise"

    Python 11

  4. FFL4MIA FFL4MIA Public

    Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching"

    Jupyter Notebook 3

  5. wnn2000.github.io wnn2000.github.io Public

    HTML 1