Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory

Naibo Wang, Yuchen Deng, Wenjie Feng +2

Federated Class Incremental Learning (FCIL) is a critical yet largely underexplored issue that deals with the dynamic incorporation of new classes within federated learning (FL). E…