Ulugbek Kamilov
10 papers · 2012–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (28) 𧬠Topic Evolution
π
Trend Setter
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Deep Learning
(8)
Computer Vision
(6)
Machine Learning
(6)
Processing
(6)
Optimization & Theory Β· Machine Learning
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Application Areas
(1)
Architectures
(1)
Keywords
inverse problem
(6)
image restoration
(5)
plug-and-play prior
(3)
regularization by denoising
(3)
convolutional neural network
(2)
deep equilibrium model
(2)
image denoising
(2)
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)
proximal algorithm
(1)
stochastic method
(1)
langevin algorithm
(1)
implicit prior
(1)
Papers
A Plug-and-Play Image Registration Network
ICLR 2024
A Restoration Network as an Implicit Prior
ICLR 2024
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models
ICLR 2024
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems
NeurIPS 2023
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
NeurIPS 2023
Online Deep Equilibrium Learning for Regularization by Denoising
NeurIPS 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
NeurIPS 2021
Block Coordinate Regularization by Denoising
NeurIPS 2019
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
NeurIPS 2012