Leveraging Vision-Language Models as Weak Annotators in Active Learning

Phuong Ngoc Nguyen, Kaito Shiku, Ryoma Bise +2

Active learning aims to reduce annotation cost by selectively querying informative samples for supervision under a limited labeling budget. In this work, we investigate how vision-…