FeDMRA: Federated Incremental Learning with Dynamic Memory Replay Allocation
arXiv:2603.28455v1 Announce Type: new
Abstract: In federated healthcare systems, Federated Class-Incremental Learning (FCIL) has emerged as a key paradigm, enabling continuous adaptive model learning among distributed clients while safeguarding data p…