In this video we look at Flow Matching, a big simplification to traditional Diffusion Models. This video covers one very simple intuitive explanation + the derivation that is shown in the paper. I highly recommend you take a look at the simple intuitive explanation because this comprises only 2 formulas.
Code: https://github.com/dome272/Flow-Matching
00:00 Intro
01:29 Introduction
02:33 Intuitive Derivation
05:44 Flow Matching in the bigger picture of Diffusion Models
06:39 Derivation
17:06 PyTorch Implementation
Further Reading:
Flow Matching: https://arxiv.org/abs/2210.02747
Movie Gen: https://arxiv.org/abs/2410.13720
Stable Diffusion 3: https://arxiv.org/abs/2403.03206
#flux #diffusion #diffusionmodels #flowmatching #moviegen #pytorch
