2024
Bidirectional Uncertainty-Based Active Learning for Open-Set Annotation
ECCV 2024poster
"Active learning (AL) in open set scenarios presents a novel challenge of identifying the most valuable examples in an unlabeled data pool that comprises data from both known and unknown classes. Traditional methods prioritize selecting informative examples with low confidence, with the risk of mist…