Heterogeneous Federated Learning with Prototype Alignment and Upscaling

Gyuejeong Lee, Jihwan Shin, Daeyoung Choi

Heterogeneity in data distributions and model architectures remains a significant challenge in federated learning (FL). Various heterogeneous FL (HtFL) approaches have recently bee…