@article{finetunelikeyoupretrainboostingzeroshota, title = {Finetune Like You Pretrain: Boosting Zero-shot Adversarial Robustness in Vision-language Models}, author = {Songlong Xing and Weijie Wang and Zhengyu Zhao and Jindong Gu and Philip Torr and Nicu Sebe}, year = {2026}, eprint = {2604.11576}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.11576}, }