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// ✦ Diffusion, Flow Matching & Generative Models

Rectified Flow

Straightens generative paths so few or one step suffices.

整流(Rectified Flow) 2022 Advanced extended

IN PLAIN WORDS

Learn straight-line transport between noise and data and iteratively reflow to straighten paths so ODEs solve in a few steps. SD3 uses the rectified-flow formulation.

Used in: Stable Diffusion 3, FLUX

TIMELINE · prerequisites → this → what builds on it

2022 Flow Matching2022 Rectified Flow

01Original paper

Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Xingchao Liu, Chengyue Gong, Qiang Liu · 2022

arXiv ↗ ✓ Verified · arXiv API

02Where it sits

Learn the left column first; the right column builds on this one.

Learn first

Rectified Flow

Then you can learn

  • Nothing in the atlas builds on it yet

Related:Consistency Models

Flow MatchingConsistency Mod… Rectified Flow

Left: prerequisites · right: builds on this · dashed: related. Full map →

03Learning resources

Official docs, explainers, courses and reference code. All links checked.

04Where the course teaches it

On learning paths:Generative Models & Frontier Research

For AI / data

Data updated: AI algorithms & curriculum(UTC+8)