The Role of Embedding Complexity in Domain-invariant Representations

Ching-Yao Chuang, Antonio Torralba, Stefanie Jegelka

Unsupervised domain adaptation aims to generalize the hypothesis trained in a source domain to an unlabeled target domain. One popular approach to this problem is to learn domain-i…