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Emile Pierret
Emile Pierret
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Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors

Diffusion or score-based models recently showed high performance in image generation. They rely on a forward and a backward stochastic …
Emile Pierret, Bruno Galerne
May 2025 ICML 2025
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Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors

Stochastic super-resolution for Gaussian microtextures

Super-Resolution (SR) is the problem that consists in reconstructing images that have been degraded by a zoom-out operator. This is an …
Emile Pierret, Bruno Galerne
April 2025 SIIMS journal
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Stochastic super-resolution for Gaussian microtextures
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