@article{transferablemodelagnosticvisionlanguagem, title = {Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization}, author = {Jihwan Park and Taehoon Song and Sanghyeok Lee and Miso Choi and Hyunwoo J. Kim}, year = {2025}, eprint = {2508.08604}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.08604}, }