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07/07/2022
Riemannian Diffusion Schrödinger Bridge
Score-based generative models exhibit state of the art performance on de...
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06/15/2022
Rethinking Initialization of the Sinkhorn Algorithm
Computing an optimal transport (OT) coupling between distributions plays...
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02/06/2022
Riemannian Score-Based Generative Modeling
Score-based generative models (SGMs) are a novel class of generative mod...
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11/14/2021
Simulating Diffusion Bridges with Score Matching
We consider the problem of simulating diffusion bridges, i.e. diffusion ...
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06/01/2021
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
Progressively applying Gaussian noise transforms complex data distributi...
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02/15/2021