Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance

Thomas Westfechtel, Dexuan Zhang, Tatsuya Harada

Unsupervised domain adaptation (UDA) tries to overcome the tedious work of labeling data by leveraging a labeled source dataset and transferring its knowledge to a similar but diff…