@article{shao2026localcognition, title={Enhancing Local Cognition of CLIP for Training-Free Open Vocabulary Semantic Segmentation}, author={Shao, Tong and Tian, Zhuotao and Mo, Yunyang and Sun, Guoying and Jiang, Li and Zhao, Hengshuang and Su, Jingyong}, journal={TPAMI}, year={2026} }