Unsupervised Robust Domain Adaptation: Paradigm, Theory and Algorithm

Fuxiang Huang, Xiaowei Fu, Shiyu Ye +5

Unsupervised domain adaptation (UDA) aims to transfer knowledge from a label-rich source domain to an unlabeled target domain by addressing domain shifts. Most UDA approaches empha…