AI Algorithm Path
AI Algorithm Path
Oct 15, 2025 · Artificial Intelligence

Building a Flow Matching Model from Scratch: Theory Explained

This article walks through the theory behind flow‑matching generative models, contrasting them with diffusion models, detailing the velocity‑field formulation, training objective, and sampling procedure, and includes visual illustrations of the core concepts.

Diffusion ModelsODEflow matching
0 likes · 8 min read
Building a Flow Matching Model from Scratch: Theory Explained