@article{drivingwithdinovisionfoundationfeaturesa, title = {Driving with DINO: Vision Foundation Features as a Unified Bridge for Sim-to-Real Generation in Autonomous Driving}, author = {Xuyang Chen and Conglang Zhang and Chuanheng Fu and Zihao Yang and Kaixuan Zhou and Yizhi Zhang and Jianan He and Yanfeng Zhang and Mingwei Sun and Zengmao Wang and Zhen Dong and Xiaoxiao Long and Liqiu Meng}, year = {2026}, eprint = {2602.06159}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.06159}, }