Diffusion Schrödinger bridge with applications to score-based generative modeling
Progressively applying Gaussian noise transforms complex data distributions to approximately Gaussian. Reversing this dynamic defines a generative model. When the forward noising process is given by a Stochastic Differential Equation (SDE), Song et al (2021) demonstrate how the time inhomogeneous dr...
Main Authors: | , , , |
---|---|
Format: | Conference item |
Sprog: | English |
Udgivet: |
Curran Associates
2022
|