Dongde Hou

Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation

Existing Unsupervised Domain Adaptation (UDA) methods typically attempt to perform knowledge transfer in a domain-invariant space explicitly or implicitly. In practice, however, the obtained features is often mixed with domain-specific information which causes performance degradation. To overcome th…