How I Understand Flow Matching - YouTube

Follow along using the transcript. Follow along using the transcript. New New New New

Flow matching is a new generative modeling method that combines the advantages of Continuous Normalising Flows (CNFs) and Diffusion Models (DMs). In this tutorial, I share my understanding of the basics of flow matching and provide an overview of how these ideas evolve over time. Check out the resources below to learn more about this topic. ===== Slides ===== Introduction: https://www.dropbox.com/scl/fi/tv449mdq0kp7g8bx9bojy/0_hook.pptx?rlkey=ei7wgifcminzu002dquva8m11&st=nbatp4p2&dl=0 Normalizing…

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• Yoyo Yuan
• Ashvin Nair

related reading

• Diffusion Meets Flow Matchingdiffusionflow.github.io
• Flow Matching for Generative Modelingalphaxiv.org
• An Introduction to Flow Matching and Diffusion Modelsdiffusion.csail.mit.edu
• Flow Matching Policy Gradientsflowreinforce.github.io
• Learning the integral of a diffusion model – Sander Dielemansander.ai
• Normalizing flowsbehindml.com
• What are Diffusion Models? | Lil'Loglilianweng.github.io
• Normalizing Flows for Probabilistic Modeling and Inferencealphaxiv.org
• Step-by-Step Diffusion: An Elementary Tutorialarxiv.org
• Visualizing Flow Matching in Roboticsabhinavjha.xyz
• What are Diffusion Models?lilianweng.github.io
• Flow Matching and Diffusion Models — 2026 Versiondiffusion.csail.mit.edu