@article{towardsdriverbehaviorunderstandingweakly, title = {Towards Driver Behavior Understanding: Weakly-Supervised Risk Perception in Driving Scenes}, author = {Nakul Agarwal and Yi-Ting Chen and Behzad Dariush}, year = {2026}, eprint = {2603.05926}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.05926}, }