@article{cityllavaefficientfinetuningforvlmsin, title = {CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario}, author = {Zhizhao Duan and Hao Cheng and Duo Xu and Xi Wu and Xiangxie Zhang and Xi Ye and Zhen Xie}, year = {2024}, eprint = {2405.03194}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2405.03194v1}, }