TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation

Jie Zhang, Chen Chen, Weiming Zhuang +1

This paper focuses on an under-explored yet important problem: Federated Class-Continual Learning (FCCL), where new classes are dynamically added in federated learning. Existing FC…