Mengsheng Zhao

Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation

Test-time adaptation using vision-language models (such as CLIP) to quickly adjust to distributional shifts of downstream tasks has shown great potential. Despite significant progress, existing methods are still limited to single-task test-time adaptation scenarios and have not effectively explored…