Dirichlet-Based Coarse-to-Fine Example Selection For Open-Set Annotation

Ye-Wen Wang, Chen-Chen Zong, Ming-Kun Xie +1

Active learning (AL) has achieved great success by selecting the most valuable examples from unlabeled data. However, they usually deteriorate in real scenarios where open-set nois…