Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference

Seongheon Park, Hyuk Kwon, Kwanghoon Sohn +1

Open-world semi-supervised learning (OWSSL) extends conventional semi-supervised learning to open-world scenarios by taking account of novel categories in unlabeled datasets. Despi…