Unlabeled Data vs. Pre-trained Knowledge: Rethinking SSL in the Era of Large Models

Song-Lin Lv, Rui Zhu, Tong Wei +2

Semi-supervised learning (SSL) alleviates the cost of data labeling process by exploiting unlabeled data and has achieved promising results. Meanwhile, with the development of larg…