ViDS: Video Diffusion Shader using 3D Face Tracking
This work introduces ViDS, a Video Diffusion Shader that leverages 3D face tracking for expressive and identity-preserving portrait animation and introduces an autoregressive diffusion sampling process that extends generation beyond the model's native window while reducing discontinuities between adjacent clips.