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08/22/2023
Convergence guarantee for consistency models
We provide the first convergence guarantees for the Consistency Models (...
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01/30/2023
Reweighted Interacting Langevin Diffusions: an Accelerated Sampling Methodfor Optimization
We proposed a new technique to accelerate sampling methods for solving d...
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02/07/2022
Universality of parametric Coupling Flows over parametric diffeomorphisms
Invertible neural networks based on Coupling Flows CFlows) have various ...
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03/27/2021
A convergent interacting particle method and computation of KPP front speeds in chaotic flows
In this paper, we study the propagation speeds of reaction-diffusion-adv...
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06/21/2019