Flow Matching | Explanation + PyTorch Implementation

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 If you want to support the channel: Patreon: https://www.patreon.com/outliier 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