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...

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Detaylı Bibliyografya
Asıl Yazarlar: De Bortoli, V, Thornton, J, Heng, J, Doucet, A
Materyal Türü: Conference item
Dil:English
Baskı/Yayın Bilgisi: Curran Associates 2022