Sampling Control for Imbalanced Calibration in Semi-Supervised Learning

Senmao Tian, Xiang Wei, Shunli Zhang

Class imbalance remains a critical challenge in semi-supervised learning (SSL), especially when distributional mismatches between labeled and unlabeled data lead to biased classifi…