Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost

Mingfei Gao, Zizhao Zhang, Guo Yu +3

Active learning (AL) combines data labeling and model training to minimize the labeling cost by prioritizing the selection of high value data that can best improve model performanc…