Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization.

arXiv:2505.07675v3 Announce Type: replace-cross Abstract: Semi-supervised learning (SSL) has emerged as a practical solution for addressing data scarcity challenges by leveraging unlabeled data. Recently, vision-language models (VLMs), pre-trained on massive i