@article{enhancingcliprobustnessviacrossmodalitya, title = {Enhancing CLIP Robustness via Cross-Modality Alignment}, author = {Xingyu Zhu and Beier Zhu and Shuo Wang and Kesen Zhao and Hanwang Zhang}, year = {2025}, eprint = {2510.24038}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.24038}, }