@article{videogenerativemodelsasgeometrylearner, title = {Video Generative Models as Geometry Learner}, author = {Haosen Yang and Jifei Song and Zhensong Zhang and Xiatian Zhu and Jiankang Deng}, year = {2026}, eprint = {2608.28549}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.28549}, }