Xinggang Wang

Stream Forcing: Constructing Unified Training Trajectory for Robust Streaming Video Generation

This work reformulates the video diffusion sampling as a frame-indexed stochastic process over noise levels, and constructs a continuous training trajectory along which the sampling schedule progressively evolves from independent sampling to inference-consistent sampling.