Video Diffusion Models: A Survey

Diffusion generative models have recently become a robust technique forproducing and modifying coherent, high-quality video. This survey offers asystematic overview of critical elements of diffusion models for videogeneration, covering applications, architectural choices, and the modeling oftemporal dynamics. Recent advancements in the field are summarized and groupedinto development trends. The survey concludes with an overview of remainingchallenges and an outlook on the future of the field. Website:https://github.com/ndrwmlnk/Awesome-Video-Diffusion-Models