Samuel Hurault
4 papers · 2022–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
Venues
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Research topics
Keywords
proximal algorithm
(2)
neural network
(2)
proximal gradient descent
(2)
image denoising
(2)
image restoration
(2)
inverse problem
(1)
partial differential equation
(1)
fokker-planck equation
(1)
wasserstein gradient flow
(1)
probability flow
(1)
plug-and-play optimization
(1)
poisson inverse problem
(1)
non-convex optimization
(1)
gaussian denoiser
(1)
image super-resolution
(1)
bregman divergence
(1)
image deblurring
(1)
proximal operator
(1)
Papers
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
NeurIPS 2023
Self-Consistent Velocity Matching of Probability Flows
NeurIPS 2023
Gradient Step Denoiser for convergent Plug-and-Play
ICLR 2022
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
ICML 2022