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

arXiv:2610.30646v1 Announce Type: cross Abstract: Federated unsupervised domain adaptation (FUDA) addresses the challenge of adapting models to an unlabeled target domain using decentralized source domains while preserving data privacy. However, existing FUDA