Class-imbalanced Domain Adaptation: An Empirical Odyssey

Shuhan Tan, Xingchao Peng, Kate Saenko

Unsupervised domain adaptation is a promising way to generalize deep models to novel domains. However, the current literature assumes that the label distribution is domain-invarian…