Diffusion models make great images and videos but are slow because they usually need many tiny steps.
The paper solves a big problem in fast image generators: they got quick, but they lost variety and kept making similar pictures.
This paper introduces Knot Forcing, a way to make talking-head videos that look great while being generated live, frame by frame.