2026
SoFlow: Solution Flow Models for One-Step Generative Modeling
ICLR 2026poster
The multi-step denoising process in diffusion and flow-matching models causes major efficiency issues, which motivates research on few-step generation. We present Solution Flow Models (SoFlow), a framework for one-step generation from scratch. By analyzing the relationship between the velocity funct…