Haozhao Wang*

Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching

"This paper focuses on Federated Domain-Incremental Learning (FDIL) where each client continues to learn incremental tasks where their domain shifts from each other. We propose a novel adaptive knowledge matching-based personalized FDIL approach (pFedDIL) which allows each client to alternatively ut…