Daiqing Qi*

Generalizing to Unseen Domains via Text-guided Augmentation

"To avoid the high cost of collecting visual data from all test domains in the domain adaptation task, recent work takes advantage of the pre-trained large-scale vision language models and augment training data with only text descriptions (e.g.,“a photo/painting/sketch...”) of each test domain. Howe…