Sun Song

BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance

Semi-supervised learning (SSL) based on pseudo-label and consistency has achieved significant success. The core idea behind these methods is to assign sample weights based on pseudo-label probabilities, thereby guiding the model toward biased learning. However, existing research still faces two majo