Samuel Hurault
4 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
image restoration
(2)
proximal algorithm
(2)
bregman divergence
(1)
image deblurring
(1)
proximal gradient descent
(1)
proximal operator
(1)
partial differential equation
(1)
fokker-planck equation
(1)
wasserstein gradient flow
(1)
probability flow
(1)
neural network
(1)
plug-and-play optimization
(1)
poisson inverse problem
(1)
nonconvex optimization
(1)
gaussian denoiser
(1)
image denoising
(1)
Papers
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
NIPS 2023
Self-Consistent Velocity Matching of Probability Flows
NIPS 2023
Gradient Step Denoiser for convergent Plug-and-Play
ICLR 2022
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
ICML 2022