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ORCIDUlugbek Kamilov
Ulugbek S. Kamilov
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- affiliation: Washington University, St. Louis, MO, USA
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2020 – today
- 2024
[j36]Pasquale Cascarano
, Alessandro Benfenati, Ulugbek S. Kamilov, Xiaojian Xu:
Constrained Regularization by Denoising With Automatic Parameter Selection. IEEE Signal Process. Lett. 31: 556-560 (2024)- [j35]Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif:
Domain Expansion via Network Adaptation for Solving Inverse Problems. IEEE Trans. Computational Imaging 10: 549-559 (2024) - [c59]Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif:
Parameter-Efficient Adaptation for Computational Imaging. ICASSP 2024: 13051-13055 - [c58]Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov:
A Restoration Network as an Implicit Prior. ICLR 2024 - [c57]Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek Kamilov:
A Plug-and-Play Image Registration Network. ICLR 2024 - [c56]Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek Kamilov:
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. ICLR 2024 - [c55]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. ICML 2024 - [c54]Yuyang Hu, Satya V. V. N. Kothapalli, Weijie Gan, Alexander L. Sukstanskii, Gregory F. Wu, Manu Goyal, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov:
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model. ISBI 2024: 1-4 - [i59]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 abs/2403.10374 (2024) - [i58]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 abs/2403.18139 (2024) - [i57]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 abs/2405.11064 (2024) - 2023
- [j34]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): 85-97 (2023) - [j33]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: 796-807 (2023) - [j32]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: 1-12 (2023) - [c53]Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov:
Diffusion Models for Phase Retrieval in Computational Imaging. ACSSC 2023: 779-783 - [c52]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: 186-190 - [c51]Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov:
Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP 2023: 511-515 - [c50]Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov:
SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations. ICASSP 2023: 1-5 - [c49]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: 1-5 - [c48]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: 1-5 - [c47]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: 10464-10474 - [c46]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS 2023 - [c45]Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis:
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS 2023 - [i56]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR abs/2305.12672 (2023) - [i55]Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis:
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR abs/2306.03466 (2023) - [i54]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 abs/2310.00133 (2023) - [i53]Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek S. Kamilov:
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. CoRR abs/2310.03546 (2023) - [i52]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 abs/2310.07504 (2023) - [i51]Chicago Park, Weijie Gan, Zihao Zou, Yuyang Hu, Zhixin Sun, Ulugbek S. Kamilov:
A Structured Pruning Algorithm for Model-based Deep Learning. CoRR abs/2311.02003 (2023) - [i50]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 abs/2311.15445 (2023) - [i49]Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov:
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR abs/2311.18810 (2023) - 2022
- [j31]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): 468-480 (2022) - [j30]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): 781-791 (2022) - [j29]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): 2371-2384 (2022) - [c44]Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov:
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) 2022: 511-528 - [c43]Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov:
Bregman Plug-And-Play Priors. ICIP 2022: 241-245 - [c42]Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov:
Monotonically Convergent Regularization by Denoising. ICIP 2022: 426-430 - [c41]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS 2022 - [i48]Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov:
Bregman Plug-and-Play Priors. CoRR abs/2202.02388 (2022) - [i47]Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov:
Monotonically Convergent Regularization by Denoising. CoRR abs/2202.04961 (2022) - [i46]Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov:
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR abs/2203.00137 (2022) - [i45]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR abs/2205.13051 (2022) - [i44]Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov:
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors. CoRR abs/2207.13200 (2022) - [i43]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 abs/2209.11729 (2022) - [i42]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 abs/2210.03837 (2022) - [i41]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 abs/2210.06330 (2022) - [i40]Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov:
SINCO: A Novel structural regularizer for image compression using implicit neural representations. CoRR abs/2210.14974 (2022) - [i39]Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov:
DOLPH: Diffusion Models for Phase Retrieval. CoRR abs/2211.00529 (2022) - [i38]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 abs/2211.00531 (2022) - [i37]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 abs/2211.12340 (2022) - 2021
- [j28]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: 598-610 (2021) - [j27]Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Scalable Plug-and-Play ADMM With Convergence Guarantees. IEEE Trans. Computational Imaging 7: 849-863 (2021) - [j26]Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov:
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. IEEE Trans. Computational Imaging 7: 1400-1412 (2021) - [c40]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP 2021: 1395-1399 - [c39]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: 4011-4020 - [c38]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: 4031-4039 - [c37]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 - [c36]Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth. ISBI 2021: 1531-1534 - [c35]Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek Kamilov:
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. NeurIPS 2021: 5921-5933 - [i36]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR abs/2101.09379 (2021) - [i35]Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov:
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. CoRR abs/2106.03668 (2021) - [i34]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 abs/2107.05533 (2021) - [i33]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 abs/2112.00002 (2021) - 2020
- [j25]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): 1088-1099 (2020) - [j24]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): 1163-1175 (2020) - [j23]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: 451-455 (2020) - [j22]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: 1280-1284 (2020) - [j21]Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Block Coordinate Regularization by Denoising. IEEE Trans. Computational Imaging 6: 908-921 (2020) - [c34]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: 475-479 - [c33]Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. ACSSC 2020: 1305-1312 - [c32]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 - [i32]Yu Sun, Zihui Wu, Brendt Wohlberg, Ulugbek S. Kamilov:
Scalable Plug-and-Play ADMM with Convergence Guarantees. CoRR abs/2006.03224 (2020) - [i31]Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Deep Image Reconstruction using Unregistered Measurements without Groundtruth. CoRR abs/2009.13986 (2020) - [i30]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 abs/2010.01446 (2020) - [i29]Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov:
Joint Reconstruction and Calibration using Regularization by Denoising. CoRR abs/2011.13391 (2020)
2010 – 2019
- 2019
- [j20]Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. IEEE Trans. Computational Imaging 5(3): 395-408 (2019) - [c31]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: 7665-7669 - [c30]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP 2019: 7715-7719 - [c29]Xiaojian Xu, Ulugbek S. Kamilov:
SignProx: One-bit Proximal Algorithm for Nonconvex Stochastic Optimization. ICASSP 2019: 7800-7804 - [c28]Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov:
Online Regularization by Denoising with Applications to Phase Retrieval. ICCV Workshops 2019: 3887-3895 - [c27]Jiarui Xing, Ulugbek Kamilov, Wenjie Wu, Yong Wang, Miaomiao Zhang:
Plug-and-Play Priors for Reconstruction-Based Placental Image Registration. SUSI/PIPPI@MICCAI 2019: 133-142 - [c26]Yu Sun, Jiaming Liu, Ulugbek Kamilov:
Block Coordinate Regularization by Denoising. NeurIPS 2019: 380-390 - [i28]Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Block Coordinate Regularization by Denoising. CoRR abs/1905.05113 (2019) - [i27]Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Online Regularization by Denoising with Applications to Phase Retrieval. CoRR abs/1909.02040 (2019) - [i26]Jiaming Liu, Yu Sun, Ulugbek S. Kamilov:
Infusing Learned Priors into Model-Based Multispectral Imaging. CoRR abs/1909.09313 (2019) - [i25]Tao Ge, Umberto Villa, Ulugbek S. Kamilov, Joseph A. O'Sullivan:
Proximal Newton Methods for X-Ray Imaging with Non-Smooth Regularization. CoRR abs/1912.01738 (2019) - 2018
- [j19]Emrah Bostan, Ulugbek S. Kamilov, Laura Waller:
Learning-Based Image Reconstruction via Parallel Proximal Algorithm. IEEE Signal Process. Lett. 25(7): 989-993 (2018) - [j18]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): 73-86 (2018) - [j17]Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos:
Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. IEEE Trans. Computational Imaging 4(4): 537-551 (2018) - [c25]Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov:
Radar Autofocus Using Sparse Blind Deconvolution. ICASSP 2018: 1623-1627 - [c24]Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov:
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. ICASSP 2018: 6473-6477 - [c23]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: 6503-6507 - [c22]Dehong Liu, Hassan Mansour, Petros T. Boufounos, Ulugbek Kamilov:
Robust Sensor Localization Based on Euclidean Distance Matrix. IGARSS 2018: 7998-8001 - [i24]Emrah Bostan, Ulugbek S. Kamilov, Laura Waller:
Learning-based Image Reconstruction via Parallel Proximal Algorithm. CoRR abs/1801.09518 (2018) - [i23]Yu Sun, Zhihao Xia, Ulugbek S. Kamilov:
Efficient and accurate inversion of multiple scattering with deep learning. CoRR abs/1803.06594 (2018) - [i22]Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos:
Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. CoRR abs/1805.03269 (2018) - [i21]Yu Sun, Ulugbek S. Kamilov:
Stability of Scattering Decoder For Nonlinear Diffractive Imaging. CoRR abs/1806.08015 (2018) - [i20]Ulugbek S. Kamilov:
signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization. CoRR abs/1807.08023 (2018) - [i19]Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. CoRR abs/1809.04693 (2018) - [i18]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration using Total Variation Regularized Deep Image Prior. CoRR abs/1810.12864 (2018) - [i17]Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov:
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. CoRR abs/1811.00120 (2018) - [i16]Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
Plug-In Stochastic Gradient Method. CoRR abs/1811.03659 (2018) - 2017
- [j16]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): 1872-1876 (2017) - [j15]Ulugbek S. Kamilov:
A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization. IEEE Trans. Image Process. 26(2): 539-548 (2017) - [j14]Ulugbek S. Kamilov, Petros T. Boufounos:
Motion-Adaptive Depth Superresolution. IEEE Trans. Image Process. 26(4): 1723-1731 (2017) - [j13]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): 676-697 (2017) - [c21]Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos:
Compressive imaging with iterative forward models. ICASSP 2017: 6025-6029 - [c20]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: 6220-6224 - [c19]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: 1197-1201 - [c18]Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu:
Online convolutional dictionary learning for multimodal imaging. ICIP 2017: 1617-1621 - [i15]Hsiou-Yuan Liu, Dehong Liu, Hassan Mansour, Petros T. Boufounos, Laura Waller, Ulugbek S. Kamilov:
SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering. CoRR abs/1705.04281 (2017) - [i14]Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu:
Online Convolutional Dictionary Learning for Multimodal Imaging. CoRR abs/1706.04256 (2017) - [i13]Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov:
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. CoRR abs/1708.01663 (2017) - 2016
- [j12]Ulugbek S. Kamilov, Hassan Mansour:
Learning Optimal Nonlinearities for Iterative Thresholding Algorithms. IEEE Signal Process. Lett. 23(5): 747-751 (2016) - [j11]Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos:
A Recursive Born Approach to Nonlinear Inverse Scattering. IEEE Signal Process. Lett. 23(8): 1052-1056 (2016) - [j10]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): 59-70 (2016) - [c17]Juan Castorena, Ulugbek S. Kamilov, Petros T. Boufounos:
Autocalibration of lidar and optical cameras via edge alignment. ICASSP 2016: 2862-2866 - [c16]Hassan Mansour, Ulugbek S. Kamilov:
Multipath removal by online blind deconvolution in through-the-wall-imaging. ICASSP 2016: 3106-3110 - [c15]Ulugbek S. Kamilov:
Parallel proximal methods for total variation minimization. ICASSP 2016: 4697-4701 - [c14]Ulugbek S. Kamilov, Petros T. Boufounos:
Depth superresolution using motion adaptive regularization. ICME Workshops 2016: 1-6 - [i12]Ulugbek S. Kamilov, Petros T. Boufounos:
Depth Superresolution using Motion Adaptive Regularization. CoRR abs/1603.01633 (2016) - [i11]Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos:
A Recursive Born Approach to Nonlinear Inverse Scattering. CoRR abs/1603.03768 (2016) - [i10]Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang:
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR abs/1609.04167 (2016) - [i9]Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos:
Compressive Imaging with Iterative Forward Models. CoRR abs/1610.01852 (2016) - 2015
- [c13]Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos:
Sparsity-driven distributed array imaging. CAMSAP 2015: 441-444 - [c12]Hiroyuki Handa, Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov:
Extended target localization with total-variation denoising in through-the-wall-imaging. CAMSAP 2015: 445-448 - [c11]Sundeep Rangan, Alyson K. Fletcher, Philip Schniter, Ulugbek S. Kamilov:
Inference for Generalized Linear Models via alternating directions and Bethe Free Energy minimization. ISIT 2015: 1640-1644 - [i8]Sundeep Rangan, Alyson K. Fletcher, Philip Schniter, Ulugbek Kamilov:
Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization. CoRR abs/1501.01797 (2015) - [i7]Ulugbek S. Kamilov:
Parallel proximal methods for total variation minimization. CoRR abs/1510.00466 (2015) - [i6]Ulugbek S. Kamilov, Hassan Mansour:
Learning optimal nonlinearities for iterative thresholding algorithms. CoRR abs/1512.04754 (2015) - 2014
- [j9]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. IEEE Signal Process. Lett. 21(11): 1326-1330 (2014) - [j8]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): 2969-2985 (2014) - 2013
- [j7]Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. IEEE Signal Process. Lett. 20(3): 249-252 (2013) - [j6]Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser:
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. IEEE Trans. Image Process. 22(7): 2699-2710 (2013) - [j5]Ulugbek Kamilov, Pedram Pad, Arash Amini, Michael Unser:
MMSE Estimation of Sparse Lévy Processes. IEEE Trans. Signal Process. 61(1): 137-147 (2013) - [j4]Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. IEEE Trans. Signal Process. 61(4): 907-920 (2013) - [c10]Bugra Tekin, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Benefits of consistency in image denoising with steerable wavelets. ICASSP 2013: 1355-1358 - [c9]Ulugbek Kamilov, Aurélien Bourquard, Emrah Bostan, Michael Unser:
Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. ICASSP 2013: 5925-5928 - 2012
- [j3]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. IEEE Signal Process. Lett. 19(4): 187-190 (2012) - [j2]Ulugbek Kamilov, Aurélien Bourquard, Arash Amini, Michael Unser:
One-Bit Measurements With Adaptive Thresholds. IEEE Signal Process. Lett. 19(10): 607-610 (2012) - [j1]Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan:
Message-Passing De-Quantization With Applications to Compressed Sensing. IEEE Trans. Signal Process. 60(12): 6270-6281 (2012) - [c8]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. ICASSP 2012: 909-912 - [c7]Arash Amini, Ulugbek Kamilov, Michael Unser:
Bayesian denoising of generalized poisson processes with finite rate of innovation. ICASSP 2012: 3629-3632 - [c6]Ulugbek Kamilov, Arash Amini, Michael Unser:
MMSE denoising of sparse Lévy processes via message passing. ICASSP 2012: 3637-3640 - [c5]Emrah Bostan, Ulugbek Kamilov, Michael Unser:
Reconstruction of biomedical images and sparse stochastic modeling. ISBI 2012: 880-883 - [c4]Arash Amini, Ulugbek Kamilov, Michael Unser:
The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors. ITW 2012: 682-686 - [c3]Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser:
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning. NIPS 2012: 2447-2455 - [i5]Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser:
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning. CoRR abs/1207.3859 (2012) - [i4]Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. CoRR abs/1210.5394 (2012) - [i3]Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser:
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. CoRR abs/1210.5839 (2012) - 2011
- [c2]Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan:
Generalized approximate message passing estimation from quantized samples. CAMSAP 2011: 365-368 - [c1]Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan:
Optimal quantization for compressive sensing under message passing reconstruction. ISIT 2011: 459-463 - [i2]Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan:
Optimal Quantization for Compressive Sensing under Message Passing Reconstruction. CoRR abs/1102.4652 (2011) - [i1]Ulugbek Kamilov, Vivek K. Goyal, Sundeep Rangan:
Message-Passing Estimation from Quantized Samples. CoRR abs/1105.6368 (2011)
Coauthor Index
Petros Boufounos
aka: Petros T. Boufounos
aka: Petros T. Boufounos
[c56] [c55] [i59] [i57] [j33] [c53] [c52] [c49] [c48] [c47] [c46] [i56] [i54] [i53] [i50] [j31] [j29] [c42] [c41] [i47] [i45] [i44] [i43] [i42] [i39] [i38] [i37] [j28] [j26] [c40] [c39] [c38] [c37] [c36] [c35] [i36] [i35] [i34] [j25] [j24] [j23] [j22] [j21] [c34] [c33] [i31] [i30] [i29] [c30] [c28] [c26] [i28] [i27] [i26] [i18]
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