Rehearsal-free Federated Domain-incremental Learning

Rui Sun, Haoran Duan, Jiahua Dong +3

We introduce a rehearsal-free federated domain incremental learning framework, RefFiL, based on a global prompt-sharing paradigm to alleviate catastrophic forgetting challenges in…