@article{pyramidalwanonmakingpretrainedvideomodel, title = {PyramidalWan: On Making Pretrained Video Model Pyramidal for Efficient Inference}, author = {Denis Korzhenkov and Adil Karjauv and Animesh Karnewar and Mohsen Ghafoorian and Amirhossein Habibian}, year = {2026}, eprint = {2601.04792}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.04792}, }