@article{motimotionmotioncontrolledvideogeneratio, title = {MotiMotion: Motion-Controlled Video Generation with Visual Reasoning}, author = {Lee Hsin-Ying and Hanwen Jiang and Yiqun Mei and Jing Shi and Ming-Hsuan Yang and Zhixin Shu}, year = {2026}, eprint = {2605.22818}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.22818}, }