default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDUlugbek Kamilov
Ulugbek S. Kamilov
Person information
- affiliation: Washington University, St. Louis, MO, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
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 - [i60]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) - [i59]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) - [i58]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) - [i57]Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif:
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling. CoRR abs/2409.08906 (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]