AI Frontier Lectures

May 27, 2025 · Artificial Intelligence

Can One-Step Generative Modeling Beat Multi-Step Diffusion? Inside MeanFlow

The article presents MeanFlow, a novel one‑step generative modeling framework that replaces instantaneous velocity with an average‑velocity field, achieving a record‑low FID of 3.43 on ImageNet 256×256 with a single function evaluation and outperforming both prior single‑step and multi‑step diffusion models.