Score-Based Generative Modeling through Stochastic Differential Equations,
Yang Song,
Jascha Sohl-Dickstein,
Diederik P. Kingma,
Abhishek Kumar,
Stefano Ermon,
Ben Poole.(2020)
Abstract
Creating noise from data is easy; creating data from noise is generative modeling. We present a stochastic differential equation (SDE) that smoothly transforms a complex data distribution to a...