@article{dm1meanflowwithdispersiveregularizationf, title = {DM1: MeanFlow with Dispersive Regularization for 1-Step Robotic Manipulation}, author = {Guowei Zou and Haitao Wang and Hejun Wu and Yukun Qian and Yuhang Wang and Weibing Li}, year = {2025}, eprint = {2510.07865}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.07865}, }