Kaiduo Feng

PSP: Prompt-Guided Self-Training Sampling Policy for Active Prompt Learning

Active Prompt Learning (APL) using vision-language models (\textit{e.g.}, CLIP) has attracted considerable attention for mitigating the dependence on fully labeled dataset in downstream task adaptation. However, existing methods fail to explicitly leverage prompt to guide sample selection, resulting…