Ulugbek Kamilov

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Regularization Methods

Image Restoration

Top Venues

IEEE Trans. Inf. Theory

Publications

Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek Kamilov
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. ICLR (2024)
Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov
A Restoration Network as an Implicit Prior. ICLR (2024)
Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek Kamilov
A Plug-and-Play Image Registration Network. ICLR (2024)
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR (2023)
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS (2023)
Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS (2023)
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS (2022)
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. ICLR (2021)
Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek Kamilov
Zero-Shot Learning of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements. CoRR (2021)
Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek Kamilov
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. NeurIPS (2021)
Yu Sun, Jiaming Liu, Ulugbek Kamilov
Block Coordinate Regularization by Denoising. NeurIPS (2019)
Jiarui Xing, Ulugbek Kamilov, Wenjie Wu, Yong Wang, Miaomiao Zhang
Plug-and-Play Priors for Reconstruction-Based Placental Image Registration. SUSI/PIPPI@MICCAI (2019)
Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov
Online Regularization by Denoising with Applications to Phase Retrieval. ICCV Workshops (2019)
Dehong Liu, Hassan Mansour, Petros T. Boufounos, Ulugbek Kamilov
Robust Sensor Localization Based on Euclidean Distance Matrix. IGARSS (2018)
Morteza Hasani Shoreh, Alexandre Goy, JooWon Lim, Ulugbek Kamilov, Michael Unser, Demetri Psaltis
Optical Tomography based on a nonlinear model that handles multiple scattering. ICASSP (2017)
Sundeep Rangan, Alyson K. Fletcher, Philip Schniter, Ulugbek Kamilov
Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization. CoRR (2015)
Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser
Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning. IEEE Trans. Inf. Theory 60 (5) (2014)
Ulugbek Kamilov, Emrah Bostan, Michael Unser
Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. IEEE Signal Process. Lett. 21 (11) (2014)
Bugra Tekin, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Benefits of consistency in image denoising with steerable wavelets. ICASSP (2013)
Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. IEEE Trans. Image Process. 22 (7) (2013)
Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. IEEE Signal Process. Lett. 20 (3) (2013)
Ulugbek Kamilov, Aurélien Bourquard, Emrah Bostan, Michael Unser
Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. ICASSP (2013)
Ulugbek Kamilov, Pedram Pad, Arash Amini, Michael Unser
MMSE Estimation of Sparse Lévy Processes. IEEE Trans. Signal Process. 61 (1) (2013)
Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. IEEE Trans. Signal Process. 61 (4) (2013)
Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan
Message-Passing De-Quantization With Applications to Compressed Sensing. IEEE Trans. Signal Process. 60 (12) (2012)
Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning. NIPS (2012)
Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser
Sparse Stochastic Processes and Discretization of Linear Inverse Problems CoRR (2012)
Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes CoRR (2012)
Arash Amini, Ulugbek Kamilov, Michael Unser
The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors. ITW (2012)
Ulugbek Kamilov, Arash Amini, Michael Unser
MMSE denoising of sparse Lévy processes via message passing. ICASSP (2012)
Ulugbek Kamilov, Emrah Bostan, Michael Unser
Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. ICASSP (2012)
Ulugbek Kamilov, Aurélien Bourquard, Arash Amini, Michael Unser
One-Bit Measurements With Adaptive Thresholds. IEEE Signal Process. Lett. 19 (10) (2012)
Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning CoRR (2012)
Arash Amini, Ulugbek Kamilov, Michael Unser
Bayesian denoising of generalized poisson processes with finite rate of innovation. ICASSP (2012)
Emrah Bostan, Ulugbek Kamilov, Michael Unser
Reconstruction of biomedical images and sparse stochastic modeling. ISBI (2012)
Ulugbek Kamilov, Emrah Bostan, Michael Unser
Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. IEEE Signal Process. Lett. 19 (4) (2012)
Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan
Generalized approximate message passing estimation from quantized samples. CAMSAP (2011)
Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan
Optimal Quantization for Compressive Sensing under Message Passing Reconstruction CoRR (2011)
Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan
Optimal quantization for compressive sensing under message passing reconstruction. ISIT (2011)
Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan
Message-Passing Estimation from Quantized Samples CoRR (2011)