Shengfeng He

CLIPix transforms CLIP's image-level capabilities into precise pixel-level localization, achieving state-of-the-art segmentation performance on benchmark datasets.

CoTIR achieves superior image restoration by internalizing reasoning processes, outperforming traditional methods even in complex degradation settings.