Energy-Based Open-Set Active Learning for Object Classification
arXiv:2604.20083v1 Announce Type: new
Abstract: Active learning (AL) has emerged as a crucial methodology for minimizing labeling costs in deep learning by selecting the most valuable samples from a pool of unlabeled data for annotation. Traditional A…