Samuel Hurault
  • Bio
  • Papers
  • Talks
  • CV
  • Projects
  • Experience
  • Blog
  • Publications
    • From Denoising Score Matching to Langevin Sampling: A Fine-Grained Error Analysis in the Gaussian Setting
    • Reconstruct Anything Model: a lightweight foundation model for computational imaging
    • A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser
    • Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
    • A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser
    • Self-Consistent Velocity Matching of Probability Flows
    • An Analysis of Generative Methods for Multiple Image Inpainting
    • Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization
    • Gradient Step Denoiser for convergent Plug-and-Play
    • Self-Supervised Small Soccer Player Detection and Tracking
    • EPLL: An Image Denoising Method using a Gaussian Mixture Model Learned on a Large Set of Patches
  • Recent & Upcoming Talks
    • Inria MokaMeeting seminar
    • CIROQUO scientific days at CEA
    • Seminaire du groupe Image du MAP5
    • Seminaire du LJK Grenoble
    • The Paris-Saclay Signal Seminar
    • Applied Inverse Problems Conference (2023)
    • ENS Lyon "Machine Learning & Signal Processing” seminar
    • SSVM 2023 (Best PhD paper award)
    • Interfacing Bayesian Statistics, Machine Learning, Applied Analysis, and Blind and Semi-Blind Imaging Inverse Problems
    • Workshop on Mathematical Models for Plug-and-play Image Restoration
    • ICML 2022
    • Analytic and Geometric Approaches to Machine Learning
    • 3rd IMA Conference on Inverse Problems from Theory to Application (2023)
    • ICLR 2021
    • SIAM 2022 Conference on Imaging Science

3rd IMA Conference on Inverse Problems from Theory to Application (2023)

May 3, 2022 · 0 min read
Date
May 3, 2022
Event
3rd IMA Conference on Inverse Problems from Theory to Application (2023)
Location

Edinburgh, Scotland

Last updated on Nov 13, 2024
Samuel Hurault
Authors
Samuel Hurault
Postdoctoral researcher
← Analytic and Geometric Approaches to Machine Learning Jul 12, 2022
ICLR 2021 Apr 26, 2022 →

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