One-shot federated unsupervised domain adaptation with Smoothed Knowledge Distillation and teacher refinement
arXiv:2610.30646v1 Announce Type: new 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 methods typically require multiple commun…
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- 2026-10-23 04:00 · arXiv cs.CV
One-shot federated unsupervised domain adaptation with Smoothed Knowledge Distillation and teacher refinement