@article{flarelearningfutureawarelatentrepresenta, title = {FLARE: Learning Future-Aware Latent Representations from Vision-Language Models for Autonomous Driving}, author = {Chengen Xie and Chonghao Sima and Tianyu Li and Bin Sun and Junjie Wu and Zhihui Hao and Hongyang Li}, year = {2026}, eprint = {2601.05611}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.05611}, }