Ulugbek S. Kamilov
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(4)
Models
(4)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Processing
(3)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
inverse problem
(3)
restoration prior
(2)
image reconstruction
(1)
video super-resolution
(1)
image super-resolution
(1)
score function
(1)
diffusion model
(1)
state-of-the-art performance
(1)
fixed point
(1)
temporal coherence
(1)
diffusion probabilistic model
(1)
computed tomography
(1)
fixed-point iteration
(1)
video deblurring
(1)
self-supervised training
(1)
denoising neural network
(1)
plug-and-play algorithm
(1)
face video restoration
(1)
prior mismatch
(1)
mmse restoration operators
(1)
Papers
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
CVPR 2025
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration
WACV 2025
Stochastic Deep Restoration Priors for Imaging Inverse Problems
ICML 2025
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis
ICML 2024
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction
ICCV 2023
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation
ECCV 2022