Kamilov, Ulugbek

11 publications

ICLR 2024 A Plug-and-Play Image Registration Network Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek Kamilov

ICLR 2024 A Restoration Network as an Implicit Prior Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov

ICLR 2024 Plug-and-Play Posterior Sampling Under Mismatched Measurement and Prior Models Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andres Almansa, Ulugbek Kamilov

NeurIPS 2023 Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov

NeurIPS 2023 Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis

NeurIPS 2022 Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov

ICLR 2021 Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method Using Deep Denoising Priors Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov

NeurIPS 2021 Recovery Analysis for Plug-and-Play Priors Using the Restricted Eigenvalue Condition Jiaming Liu, Salman Asif, Brendt Wohlberg, Ulugbek Kamilov

NeurIPS 2019 Block Coordinate Regularization by Denoising Yu Sun, Jiaming Liu, Ulugbek Kamilov

ICCVW 2019 Online Regularization by Denoising with Applications to Phase Retrieval Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov

NeurIPS 2012 Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning Ulugbek Kamilov, Sundeep Rangan, Michael Unser, Alyson K. Fletcher