Search Results for author: Matteo Pariset

Found 2 papers, 2 papers with code

Date Published Github Stars

Unbalanced Diffusion Schrödinger Bridge

1 code implementation • 15 Jun 2023 • Matteo Pariset, Ya-Ping Hsieh, Charlotte Bunne, Andreas Krause, Valentin De Bortoli

Schr\"odinger bridges (SBs) provide an elegant framework for modeling the temporal evolution of populations in physical, chemical, or biological systems.

3
Paper
Code

Aligned Diffusion Schrödinger Bridges

2 code implementations • 22 Feb 2023 • Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, Maria Rodriguez Martinez, Andreas Krause, Charlotte Bunne

Diffusion Schr\"odinger bridges (DSB) have recently emerged as a powerful framework for recovering stochastic dynamics via their marginal observations at different time points.

30
Paper
Code
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