@article{omnivdiffomnicontrollablevideodiffusion, title = {OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding}, author = {Dianbing Xi and Jiepeng Wang and Yuanzhi Liang and Xi Qiu and Yuchi Huo and Rui Wang and Chi Zhang and Xuelong Li}, year = {2025}, eprint = {2504.10825}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.10825v1}, }