WangZiQi

Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation

As a more challenging domain adaptation setting, universal domain adaptation (UniDA) introduces category shift on top of domain shift, which needs to identify unknown category in the target domain and avoid misclassifying target samples into source private categories. To this end, we propose a novel…