2 papers
cs.CV2025
Robust Prompt Tuning for Vision-Language Models with Mild Semantic Noise
Yansheng Gao, Yufei Zheng, Shengsheng Wang
Prompt tuning has shown promising results, but its robustness and generalization to unseen categories remain limited. Through our experiments, we demonstrate that the complete remo…
cs.CV2024
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation
Yongguang Li, Yueqi Cao, Jindong Li +2
Source-free Unsupervised Domain Adaptation (SF-UDA) aims to transfer a model's performance from a labeled source domain to an unlabeled target domain without direct access to sourc…