DOTA: Distributional Test-Time Adaptation of Vision-Language Models

Zongbo Han, Jialong Yang, Guangyu Wang +4

Vision-language foundation models (VLMs), such as CLIP, exhibit remarkable performance across a wide range of tasks. However, deploying these models can be unreliable when signific…