Are Candidate Models Really Needed for Active Learning?
arXiv:2605.14689v1 Announce Type: new
Abstract: Deep learning has profoundly impacted domains such as computer vision and natural language processing by uncovering complex patterns in vast datasets. However, the reliance on extensive labeled data pose…