Yongyi Lu

Making Your First Choice: To Address Cold Start Problem in Vision Active Learning

2022 · arXiv (Cornell University)

Active learning promises to improve annotation efficiency by iteratively selecting the most important data to be annotated first. However, we uncover a striking contradiction to this promise: active learning fails to select data as efficiently …