Junhong Pan

Language-Guided Attribute Alignment and Semantic Consistency for Zero-Shot Domain Adaptation

In cross-domain visual understanding tasks, models often achieve strong performance on the source domain but suffer severe degradation when applied to target domains with substantial distribution shifts. This challenge is particularly prominent under the zero-shot domain adaptation setting, where ad…