no code implementations • 10 Jul 2023 • Gaurav Bagwe, Xiaoyong Yuan, Miao Pan, Lan Zhang
Federated continual learning (FCL) learns incremental tasks over time from confidential datasets distributed across clients.
no code implementations • 21 Jul 2022 • Gaurav Bagwe, Jian Li, Xiaoyong Yuan, Lan Zhang
Moreover, to improve data efficiency and provide better generalization performance, we train the policy model with augmented data (e. g., noisy BSM and noisy surveillance images).