Xue Dong

Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning

Recent studies have focused on introducing pre-trained foundation models into semi-supervised learning (SSL) tasks. Nevertheless, these foundation models can exhibit biases toward different classes and tend to generate imbalanced pseudo-labels for SSL. Thus, efforts have been made to introduce the l…