CoVar: Confidence-Variance-Guided Pseudo-Label Selection for Semi-Supervised Learning

Jinshi Liu, Lei He, Pan Liu

Pseudo-label selection in semi-supervised learning is commonly driven by maximum-confidence thresholds, yet confidence alone can be unreliable under model overconfidence and class…