@article{classawareprototypelearningwithnegativec, title = {Class-Aware Prototype Learning with Negative Contrast for Test-Time Adaptation of Vision-Language Models}, author = {Xiaozhen Qiao and Jingkai Zhao and Yuqiu Jiang and Xianda Guo and Zhe Sun and Hongyuan Zhang and Xuelong Li}, year = {2025}, eprint = {2510.19802}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.19802}, }