2025
un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
NeurIPS 2025poster
Contrastive Language-Image Pre-training (CLIP) has become a foundation model and has been applied to various vision and multimodal tasks. However, recent works indicate that CLIP falls short in distinguishing detailed differences in images and shows suboptimal performance on dense-prediction and vis…