Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation

Zenghao Guan, Guojun Zhu, Yucan Zhou +4

Federated Class-Incremental Learning (FCIL) enables Class-Incremental Learning (CIL) from distributed data. Existing FCIL methods typically integrate old knowledge preservation int…