@article{dualdiffdualbranchdiffusionmodelfor, title = {DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion}, author = {Haoteng Li and Zhao Yang and Zezhong Qian and Gongpeng Zhao and Yuqi Huang and Jun Yu and Huazheng Zhou and Longjun Liu}, year = {2025}, eprint = {2505.01857}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.01857v1}, }