Let the Void Be Void: Robust Open-Set Semi-Supervised Learning via Selective Non-Alignment

You Rim Choi, Subeom Park, Seojun Heo +2

Open-set semi-supervised learning (OSSL) leverages unlabeled data containing both in-distribution (ID) and unknown out-of-distribution (OOD) samples, aiming simultaneously to impro…