Tzu Ming Harry Hsu

Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data

We address a challenging unsupervised domain adaptation problem with imbalanced cross-domain data. For standard unsupervised domain adaptation, one typically obtains labeled data in the source domain and only observes unlabeled data in the target domain. However, most existing works do not consider…