Search Results for author: Matteo Pariset

Found 2 papers, 2 papers with code

Unbalanced Diffusion Schrödinger Bridge

1 code implementation15 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.

Aligned Diffusion Schrödinger Bridges

2 code implementations22 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.

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