Tianxing Wu*

FreeInit: Bridging Initialization Gap in Video Diffusion Models

"Though diffusion-based video generation has witnessed rapid progress, the inference results of existing models still exhibit unsatisfactory temporal consistency and unnatural dynamics. In this paper, we delve deep into the noise initialization of video diffusion models, and discover an implicit tra…