Fen Xia

Get a Head Start: Targeted Labeling at Source with Limited Annotation Overhead for Semi-Supervised Learning

2023

Semi-supervised learning (SSL), which leverages limited labeled data and a large amount of unlabeled data for model training, has been widely studied to mitigate the requirement for expensive and time-consuming annotations. Recently proposed methods have …