Taewon Kang

Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces

Continuous-time score-based generative models consist of a pair of stochastic differential equations (SDEs)—a forward SDE that smoothly transitions data into a noise space and a reverse SDE that incrementally eliminates noise from a Gaussian prior distribution to generate data distribution samples—a…