Ulugbek Kamilov

40 papers A* 9B 2C 1Misc 6Journal 17Unranked 5

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