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Qiang Heng

1 accepted papers

2023

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning

ICLR 2023poster

Semi-supervised Learning (SSL) has witnessed great success owing to the impressive performances brought by various methods based on pseudo labeling and consistency regularization. However, we argue that existing methods might fail to utilize the unlabeled data more effectively since they either use…