Physics-Inspired Generative Modeling: Diffusion, Flow Matching, and Energy-Based Models
aPhoto by FlyD on UnsplashTable of Contents· Introduction· Generative Modelling Concept· Denoising Diffusion Probabilistic Models (DDPM) ∘ Forward Diffusion Process ∘ SDE Formulation ∘ Reverse Diffusion Process ∘ Diffusion Models (DDPM): Training ∘ Dif…