Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model

Jaehyuk Heo, Pilsung Kang

Active learning (AL) aims to enhance model performance by selectively collecting highly informative data, thereby minimizing annotation costs. However, in practical scenarios, unla…