@article{scalingtesttimerobustnessofvisionlanguag, title = {Scaling Test-Time Robustness of Vision-Language Models via Self-Critical Inference Framework}, author = {Kaihua Tang and Jiaxin Qi and Jinli Ou and Yuhua Zheng and Jianqiang Huang}, year = {2026}, eprint = {2603.07659}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.07659}, }