The paper solves a big problem in fast image generators: they got quick, but they lost variety and kept making similar pictures.
Diffusion Preview is a two-step “preview-then-refine” workflow that shows you a fast draft image first and only spends full compute after you like the draft.
TwinFlow is a new way to make big image models draw great pictures in just one step instead of 40–100 steps.