Emile Pierret
Crédit : Archives of the Mathematisches Forschungsinstitut Oberwolfach

About

I recently completed my PhD on “Stochastic Super-resolution and Inverse Problems: From Gaussian Conditional Sampling to Diffusion Models” under the supervision of Bruno Galerne (defended on July 10, 2025).
In this work, I studied sampling for inverse problems, with a particular focus on stochastic super-resolution within the mathematical framework of Gaussian image distributions and using diffusion models.
The manuscript will be available online soon, but some of the results are presented in the Featured Publications section.

I’m happy to be starting a postdoctoral position in September with Julie Delon.

Feel free to contact me about anything.

Interests

  • Diffusion models
  • Imaging inverse problems

News

  • (August 2025) Update of the featured publication page Diffusion Models for Gaussian Distributions: Exact Solutions and Wasserstein Errors, available here

  • (July 2025) Looking forward to presenting our paper Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors as a poster in Vancouver at ICML 2025!

  • (July 2025) Looking forward to defend my thesis on July 10th! Summary available here