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Xiaojian Xu 0002
Person information
- unicode name: 许晓健
- affiliation: University of Michigan, Ann Arbor, MI, USA
- affiliation (PhD 2022): Washington University in St. Louis, Department of Computer Science and Engineering, WA, USA
Other persons with the same name
- Xiaojian Xu 0001
— Beihang University, School of Electronic and Information Engineering, Beijing, China (and 1 more)
- Xiaojian Xu 0003
- Xiaojian Xu 0004 — Brock University, Department of Mathematics, St. Catharines, ON, Canada
- Xiaojian Xu 0005 — Zhejiang University of Technology, Hangzhou, China (and 1 more)
- Xiaojian Xu 0006 — Air Force Early Warning Academy, Wuhan, China
- Xiaojian Xu 0007 — Shenyang University of Technology, School of Information, China
- Xiaojian Xu 0008
- Xiaojian Xu 0009
- Xiaojian Xu 0010 — GE Healthcare
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2020 – today
- 2024
- [j5]Pasquale Cascarano
Constrained Regularization by Denoising With Automatic Parameter Selection. IEEE Signal Process. Lett. 31: 556-560 (2024) - [j4]Zongyu Li
Accelerated Wirtinger Flow With Score-Based Image Priors for Holographic Phase Retrieval in Poisson-Gaussian Noise Conditions. IEEE Trans. Computational Imaging 10: 1384-1399 (2024) - [i10]Jason Hu, Bowen Song, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler:
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems. CoRR abs/2406.02462 (2024) - [i9]Daniel A. Serino, Marc Louis Klasky, Balasubramanya T. Nadiga, Xiaojian Xu, Trevor Wilcox:
Reconstructing Richtmyer-Meshkov instabilities from noisy radiographs using low dimensional features and attention-based neural networks. CoRR abs/2408.00985 (2024) - [i8]Xiaojian Xu, Marc Louis Klasky, Michael T. McCann, Jason Hu, Jeffrey A. Fessler:
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction. CoRR abs/2410.10836 (2024) - 2023
- [i7]Zongyu Li, Jason Hu, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler:
AWFSD: Accelerated Wirtinger Flow with Score-based Diffusion Image Prior for Poisson-Gaussian Holographic Phase Retrieval. CoRR abs/2305.07712 (2023) - 2022
- [c8]Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov:
Bregman Plug-And-Play Priors. ICIP 2022: 241-245 - [c7]Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov:
Monotonically Convergent Regularization by Denoising. ICIP 2022: 426-430 - [c6]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS 2022 - [i6]Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov:
Bregman Plug-and-Play Priors. CoRR abs/2202.02388 (2022) - [i5]Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov:
Monotonically Convergent Regularization by Denoising. CoRR abs/2202.04961 (2022) - [i4]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR abs/2205.13051 (2022) - [i3]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) - 2021
- [j3]Jiaming Liu
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging 7: 598-610 (2021) - [j2]Yu Sun
Scalable Plug-and-Play ADMM With Convergence Guarantees. IEEE Trans. Computational Imaging 7: 849-863 (2021) - [c5]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP 2021: 1395-1399 - [i2]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) - 2020
- [j1]Xiaojian Xu
Provable Convergence of Plug-and-Play Priors With MMSE Denoisers. IEEE Signal Process. Lett. 27: 1280-1284 (2020) - [c4]Xiaojian Xu, Jiaming Liu, Yu Sun
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. ACSSC 2020: 1305-1312 - [c3]Xiaojian Xu, Oussama Dhifallah, Hassan Mansour, Petros T. Boufounos, Philip V. Orlik:
Robust 3D Tomographic Imaging of the Ionospheric Electron Density. IGARSS 2020: 437-440
2010 – 2019
- 2019
- [c2]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP 2019: 7715-7719 - [c1]Xiaojian Xu, Ulugbek S. Kamilov:
SignProx: One-bit Proximal Algorithm for Nonconvex Stochastic Optimization. ICASSP 2019: 7800-7804 - 2018
- [i1]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration using Total Variation Regularized Deep Image Prior. CoRR abs/1810.12864 (2018)
Coauthor Index
aka: Ulugbek S. Kamilov
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