Ulugbek Kamilov
10 papers · 2012–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (12)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Century Club
(10)
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Trend Setter
Conferences
NIPS (6)
ICLR (4)
Top co-authors
Keywords
plug-and-play prior
(3)
image restoration
(3)
inverse problem
(3)
regularization by denoising
(2)
image denoising
(1)
bregman divergence
(1)
approximate message passing
(1)
stochastic approximation
(1)
restricted eigenvalue
(1)
implicit differentiation
(1)
block coordinate descent
(1)
state evolution
(1)
proximal optimization
(1)
proximal operator
(1)
convolutional neural network
(1)
proximal algorithm
(1)
deep equilibrium model
(1)
image recovery
(1)
deep denoiser
(1)
blind deblurring
(1)
Papers
A Plug-and-Play Image Registration Network
ICLR 2024
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models
ICLR 2024
A Restoration Network as an Implicit Prior
ICLR 2024
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems
NIPS 2023
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
NIPS 2023
Online Deep Equilibrium Learning for Regularization by Denoising
NIPS 2022
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors
ICLR 2021
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition
NIPS 2021
Block Coordinate Regularization by Denoising
NIPS 2019
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
NIPS 2012