Ulugbek S. Kamilov

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 107

Top Venues

CoRR

ICASSP

IEEE Trans. Computational Imaging

IEEE Signal Process. Lett.

Publications

Pasquale Cascarano, Alessandro Benfenati, Ulugbek S. Kamilov, Xiaojian Xu
Constrained Regularization by Denoising With Automatic Parameter Selection. IEEE Signal Process. Lett. 31 (2024)
Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training. CoRR (2024)
Weijie Gan, Huidong Xie, Carl von Gall, Günther Platsch, Michael T. Jurkiewicz, Andrea Andrade, Udunna C. Anazodo, Ulugbek S. Kamilov, Hongyu An, Jorge Cabello
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model. CoRR (2024)
Zihao Zou, Shirin Shoushtari, Jiaming Liu, Jialiang Zhang, Patrick Judge, Emilia Santana, Alison Lim, Marcus Foston, Ulugbek S. Kamilov
TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy. CoRR (2024)
Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif
Parameter-Efficient Adaptation for Computational Imaging. ICASSP (2024)
Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif
Domain Expansion via Network Adaptation for Solving Inverse Problems. IEEE Trans. Computational Imaging 10 (2024)
Tomás Kerepecký, Jiaming Liu, Xue Wen Ng, David W. Piston, Ulugbek S. Kamilov
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN. ICASSP (2023)
Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. ICCV (2023)
Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. CoRR (2023)
Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR (2023)
Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. CoRR (2023)
Weijie Gan, Chunwei Ying, Parna Eshraghi Boroojeni, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov
Self-Supervised Deep Equilibrium Models With Theoretical Guarantees and Applications to MRI Reconstruction. IEEE Trans. Computational Imaging 9 (2023)
Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. ICASSP (2023)
Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP (2023)
Weijie Gan, Qiuchen Zhai, Michael Thompson McCann, Cristina Garcia-Cardona, Ulugbek S. Kamilov, Brendt Wohlberg
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction. CoRR (2023)
Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek S. Kamilov
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. CoRR (2023)
Ulugbek S. Kamilov, Charles A. Bouman, Gregery T. Buzzard, Brendt Wohlberg
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications. IEEE Signal Process. Mag. 40 (1) (2023)
Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov
Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training. CAMSAP (2023)
Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR (2023)
Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa P., Yu Sun, Ulugbek S. Kamilov, Brendt Wohlberg, Henry Arguello
Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Chicago Park, Weijie Gan, Zihao Zou, Yuyang Hu, Zhixin Sun, Ulugbek S. Kamilov
A Structured Pruning Algorithm for Model-based Deep Learning. CoRR (2023)
Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov
SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations. ICASSP (2023)
Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov
Diffusion Models for Phase Retrieval in Computational Imaging. ACSSC (2023)
Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov
Bregman Plug-And-Play Priors. ICIP (2022)
Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov
SINCO: A Novel structural regularizer for image compression using implicit neural representations. CoRR (2022)
Weijie Gan, Chunwei Ying, Parna Eshraghi, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov
Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees. CoRR (2022)
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR (2022)
Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. CoRR (2022)
Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek S. Kamilov
Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields. Nat. Mac. Intell. 4 (9) (2022)
Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov
Monotonically Convergent Regularization by Denoising. ICIP (2022)
Tomás Kerepecký, Jiaming Liu, Xue Wen Ng, David W. Piston, Ulugbek S. Kamilov
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN. CoRR (2022)
Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR (2022)
Xiaojian Xu, Weijie Gan, Satya V. V. N. Kothapalli, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping. CoRR (2022)
Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov
Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors. IEEE J. Sel. Areas Inf. Theory 3 (3) (2022)
Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) (2022)
Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. CoRR (2022)
Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov
Monotonically Convergent Regularization by Denoising. CoRR (2022)
Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov
Bregman Plug-and-Play Priors. CoRR (2022)
Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov
DOLPH: Diffusion Models for Phase Retrieval. CoRR (2022)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. IEEE Trans. Medical Imaging 41 (9) (2022)
Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors. CoRR (2022)
Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov
Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography. ICCVW (2021)
Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. CoRR (2021)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth. CoRR (2021)
Weijie Gan, Yuyang Hu, Cihat Eldeniz, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov
SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth. ICCVW (2021)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth. ISBI (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR (2021)
Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. IEEE Trans. Computational Imaging 7 (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP (2021)
Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
Scalable Plug-and-Play ADMM With Convergence Guarantees. IEEE Trans. Computational Imaging 7 (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging 7 (2021)
Guangxiao Song, Yu Sun, Jiaming Liu, Zhijie Wang, Ulugbek S. Kamilov
A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network. IEEE Signal Process. Lett. 27 (2020)
Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. ACSSC (2020)
Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
Block Coordinate Regularization by Denoising. IEEE Trans. Computational Imaging 6 (2020)
Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
Joint Reconstruction and Calibration using Regularization by Denoising. CoRR (2020)
Xiaojian Xu, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
Provable Convergence of Plug-and-Play Priors With MMSE Denoisers. IEEE Signal Process. Lett. 27 (2020)
Jiaming Liu, Yu Sun, Cihat Eldeniz, Weijie Gan, Hongyu An, Ulugbek S. Kamilov
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Yu Sun, Zihui Wu, Brendt Wohlberg, Ulugbek S. Kamilov
Scalable Plug-and-Play ADMM with Convergence Guarantees. CoRR (2020)
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. CoRR (2020)
Tao Ge, Umberto Villa, Ulugbek S. Kamilov, Joseph A. O'Sullivan
Proximal Newton Methods for X-Ray Imaging with Non-Smooth Regularization. Computational Imaging (2020)
Zihui Wu, Yu Sun, Alex Matlock, Jiaming Liu, Lei Tian, Ulugbek S. Kamilov
SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Deep Image Reconstruction using Unregistered Measurements without Groundtruth. CoRR (2020)
Weijie Gan, Cihat Eldeniz, Jiaming Liu, Sihao Chen, Hongyu An, Ulugbek S. Kamilov
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth. ACSSC (2020)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. IEEE Trans. Computational Imaging 5 (3) (2019)
Xiaojian Xu, Ulugbek S. Kamilov
SignProx: One-bit Proximal Algorithm for Nonconvex Stochastic Optimization. ICASSP (2019)
Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
Block Coordinate Regularization by Denoising. CoRR (2019)
Jiaming Liu, Yu Sun, Ulugbek S. Kamilov
Infusing Learned Priors into Model-Based Multispectral Imaging. CoRR (2019)
Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
Online Regularization by Denoising with Applications to Phase Retrieval. CoRR (2019)
Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov
Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm. ICASSP (2019)
Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov
Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP (2019)
Tao Ge, Umberto Villa, Ulugbek S. Kamilov, Joseph A. O'Sullivan
Proximal Newton Methods for X-Ray Imaging with Non-Smooth Regularization. CoRR (2019)
Bihan Wen, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Deepcasd: An End-to-End Approach for Multi-Spectral Image Super-Resolution. ICASSP (2018)
Ulugbek S. Kamilov
signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization. CoRR (2018)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Plug-In Stochastic Gradient Method. CoRR (2018)
Hsiou-Yuan Liu, Dehong Liu, Hassan Mansour, Petros T. Boufounos, Laura Waller, Ulugbek S. Kamilov
SEAGLE: Sparsity-Driven Image Reconstruction Under Multiple Scattering. IEEE Trans. Computational Imaging 4 (1) (2018)
Emrah Bostan, Ulugbek S. Kamilov, Laura Waller
Learning-based Image Reconstruction via Parallel Proximal Algorithm. CoRR (2018)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. CoRR (2018)
Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos
Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. IEEE Trans. Computational Imaging 4 (4) (2018)
Emrah Bostan, Ulugbek S. Kamilov, Laura Waller
Learning-Based Image Reconstruction via Parallel Proximal Algorithm. IEEE Signal Process. Lett. 25 (7) (2018)
Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos
Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. CoRR (2018)
Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov
Image Restoration using Total Variation Regularized Deep Image Prior. CoRR (2018)
Yu Sun, Zhihao Xia, Ulugbek S. Kamilov
Efficient and accurate inversion of multiple scattering with deep learning. CoRR (2018)
Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. ICASSP (2018)
Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov
Radar Autofocus Using Sparse Blind Deconvolution. ICASSP (2018)
Yu Sun, Ulugbek S. Kamilov
Stability of Scattering Decoder For Nonlinear Diffractive Imaging. CoRR (2018)
Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. CoRR (2018)
Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. CoRR (2017)
Yanting Ma, Dehong Liu, Hassan Mansour, Ulugbek S. Kamilov, Yuichi Taguchi, Petros T. Boufounos, Anthony Vetro
Fusion of multi-angular aerial images based on epipolar geometry and matrix completion. ICIP (2017)
Hsiou-Yuan Liu, Dehong Liu, Hassan Mansour, Petros T. Boufounos, Laura Waller, Ulugbek S. Kamilov
SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering. CoRR (2017)
Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu
Online convolutional dictionary learning for multimodal imaging. ICIP (2017)
Ulugbek S. Kamilov
A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization. IEEE Trans. Image Process. 26 (2) (2017)
Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu
Online Convolutional Dictionary Learning for Multimodal Imaging. CoRR (2017)
Sundeep Rangan, Alyson K. Fletcher, Philip Schniter, Ulugbek S. Kamilov
Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization. IEEE Trans. Inf. Theory 63 (1) (2017)
Ulugbek S. Kamilov, Petros T. Boufounos
Motion-Adaptive Depth Superresolution. IEEE Trans. Image Process. 26 (4) (2017)
Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Compressive imaging with iterative forward models. ICASSP (2017)
Ulugbek S. Kamilov, Hassan Mansour, Brendt Wohlberg
A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems. IEEE Signal Process. Lett. 24 (12) (2017)
Ulugbek S. Kamilov, Ioannis N. Papadopoulos, Morteza H. Shoreh, Alexandre Goy, Cédric Vonesch, Michael Unser, Demetri Psaltis
Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization. IEEE Trans. Computational Imaging 2 (1) (2016)
Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
A Recursive Born Approach to Nonlinear Inverse Scattering. IEEE Signal Process. Lett. 23 (8) (2016)
Hassan Mansour, Ulugbek S. Kamilov
Multipath removal by online blind deconvolution in through-the-wall-imaging. ICASSP (2016)
Ulugbek S. Kamilov, Hassan Mansour
Learning Optimal Nonlinearities for Iterative Thresholding Algorithms. IEEE Signal Process. Lett. 23 (5) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ulugbek S. Kamilov