Bidirectional Uncertainty-Based Active Learning for Open Set Annotation

Chen-Chen Zong, Ye-Wen Wang, Kun-Peng Ning +2

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 un…