BMIP: Bi-directional Modality Interaction Prompt Learning for VLM. - Song-Lin Lv; Yu-Yang Chen; Zhi Zhou; Ming Yang; Lan-Zhe Guo (CoRR, 2025)

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment. - Song-Lin Lv; Yu-Yang Chen; Zhi Zhou; Yu-Feng Li; Lan-Zhe Guo (CoRR, 2025)

Unlabeled Data or Pre-trained Model: Rethinking Semi-Supervised Learning and Pretrain-Finetuning. - Song-Lin Lv; Rui Zhu; Yu-Feng Li; Lan-Zhe Guo (CoRR, 2025)