Xu-Qian Fan

Homeomorphism Alignment for Unsupervised Domain Adaptation

Existing unsupervised domain adaptation (UDA) methods rely on aligning the features from the source and target domains explicitly or implicitly in a common space (i.e., the domain invariant space). Explicit distribution matching ignores the discriminability of learned features, while the implicit co…