Robust Semi-supervised Learning by Wisely Leveraging Open-set Data

Yang Yang, Nan Jiang, Yi Xu +1

Open-set Semi-supervised Learning (OSSL) holds a realistic setting that unlabeled data may come from classes unseen in the labeled set, i.e., out-of-distribution (OOD) data, which…