research
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04/01/2023
Diffusion map particle systems for generative modeling
We propose a novel diffusion map particle system (DMPS) for generative m...
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02/20/2023
Infinite-Dimensional Diffusion Models for Function Spaces
We define diffusion-based generative models in infinite dimensions, and ...
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09/22/2020
An adaptive transport framework for joint and conditional density estimation
We propose a general framework to robustly characterize joint and condit...
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06/11/2020
