FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer

Xin Gao, Xin Yang, Hao Yu +2

Federated Class-Incremental Learning (FCIL) focuses on continually transferring the previous knowledge to learn new classes in dynamic Federated Learning (FL). However, existing me…