Federated Memory Strengthening (FedMeS): A Personalized Federated Continual Learning Framework Leveraging Local Memory

FedMeS, a novel personalized federated continual learning framework, leverages local memory at each client to address the challenges of client drift and catastrophic forgetting. FedMeS utilizes the local memory in both the training and inference processes to achieve superior performance.