One-shot federated unsupervised domain adaptation with Smoothed Knowledge Distillation and teacher refinement

Ali Abedi, Q. M. Jonathan Wu, Ning Zhang +1

Federated unsupervised domain adaptation (FUDA) addresses the challenge of adapting models to an unlabeled target domain using decentralized source domains while preserving data pr…