Computer Science, University of Southern California, Los Angeles, CA; Electrical and Computer Engineering, University of Southern California, Los Angeles, CA; FedML, Sunnyvale, CA
Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr
federated learning;class incremental learning;generative models;data-free;continual learning
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks