Normalizing Flows

PDE and Machine Learning (6): Continuous Normalizing Flows and Neural ODE

How do you turn a Gaussian into a complex data distribution? This article derives Neural ODEs, the adjoint method, continuous normalizing flows (FFJORD), and Flow Matching from the underlying ODE/PDE theory, and shows …