@article{gvdguidingvideodiffusionmodelforscalable, title = {GVD: Guiding Video Diffusion Model for Scalable Video Distillation}, author = {Kunyang Li and Jeffrey A Chan Santiago and Sarinda Dhanesh Samarasinghe and Gaowen Liu and Mubarak Shah}, year = {2025}, eprint = {2507.22360}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.22360}, }