Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen?

Yongsheng Mei, Liangqi Yuan, Dong-Jun Han +3

Federated learning (FL) has become a cornerstone in decentralized learning, where, in many scenarios, the incoming data distribution will change dynamically over time, introducing…