Advancements in Video Diffusion Models

This chapter explores the progress in video diffusion models, focusing on the enhanced capabilities of CogVideoX in producing high-quality 3D outputs. It covers the integration of normals for depth maps, the significance of surface geometry, and the tools used for annotating 3D videos to improve scene reconstruction.