2025
FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning
AAAI 2025technical
Prototype-based federated learning has emerged as a promising approach that shares lightweight prototypes to transfer knowledge among clients with data heterogeneity in a model-agnostic manner. However, existing methods often collect prototypes directly from local models, which inevitably introduce…