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ORCIDYu Sun 0022
Person information
- unicode name: 孙彧
- affiliation: Washington University in St. Louis, MO, USA
Other persons with the same name
- Yu Sun — disambiguation page
- Yu Sun 0001
![[0000-0001-7895-0741]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7895-0741")
— University of Toronto, Department of Mechanical and Industrial Engineering, Canada - Yu Sun 0002 — California State Polytechnic University, Pomona (Cal Poly Pomona). (and 2 more)
- Yu Sun 0003 — University of Central Arkansas (and 1 more)
- Yu Sun 0004 — University of South Florida, Department of Computer Science and Engineerin, Tampa, FL, USA (and 2 more)
- Yu Sun 0005 — Institute of Computing Technology CAS (and 1 more)
- Yu Sun 0006 — MathWorks (and 1 more)
- Yu Sun 0007 — University of California, Riverside, CA, USA
- Yu Sun 0008 — Northeastern University, Shenyang
- Yu Sun 0009 — General Motors (and 1 more)
- Yu Sun 0010 — Changchun University
- Yu Sun 0011 — The University of Michigan, Dearborn
- Yu Sun 0012 — The University of Texas at Austin
- Yu Sun 0013 — Department of Mathematics, Wayne State University
- Yu Sun 0014 — Zhejiang University, Department of Biomedical Engineering, Hangzhou, China (and 3 more)
- Yu Sun 0015 — Beihang University, School of Cyber Science and Technology, Beijing, China (and 2 more)
- Yu Sun 0016 — Beijing Jiaotong University, Institute of Information Science / Beijing Key Laboratory of Advanced Information Science and Network Technology, China
- Yu Sun 0017 — Harbin Engineering University, China
- Yu Sun 0018 — Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China (and 1 more)
- Yu Sun 0019 — Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen Key Laboratory of Computational Intelligence, China (and 1 more)
- Yu Sun 0020 — Stanford University, CA, USA (and 1 more)
- Yu Sun 0021 — Twitter (and 2 more)
- Yu Sun 0023 — Beijing Normal University, Beijing, China
- Yu Sun 0024 — University of Illinois at Urbana-Champaign, USA
- Yu Sun 0025 — Siemens Corporation, Corporate Research and Technology, Knowledge and Decision Systems, Princeton, NJ, USA
- Yu Sun 0026 — Southeast University, School of Biological Sciences and Medical Engineering, Nanjing, China (and 1 more)
- Yu Sun 0027 — Nankai University, China (and 1 more)
- Yu Sun 0028 — Harbin Institute of Technology, Research Center for Space Optical Engineering, Heilongjiang, China
- Yu Sun 0029 — Baidu Inc., Beijing, China
- Yu Sun 0030 — Harbin Institute of Technology, China (and 1 more)
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Journal Articles
- 2024
[j14]Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman:
Learning Task-Specific Strategies for Accelerated MRI. IEEE Trans. Computational Imaging 10: 1040-1054 (2024)- [j13]Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman:
Provable Probabilistic Imaging Using Score-Based Generative Priors. IEEE Trans. Computational Imaging 10: 1290-1305 (2024) - 2023
- [j12]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) - 2022
- [j11]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) - [j10]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) - 2021
- [j9]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) - [j8]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) - [j7]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) - 2020
- [j6]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) - [j5]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) - [j4]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) - [j3]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) - [j2]Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Block Coordinate Regularization by Denoising. IEEE Trans. Computational Imaging 6: 908-921 (2020) - 2019
- [j1]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)
Conference and Workshop Papers
- 2022
- [c10]Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov:
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) 2022: 511-528 - 2021
- [c9]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP 2021: 1395-1399 - [c8]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 - [c7]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 - [c6]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 - 2020
- [c5]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 - 2019
- [c4]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 - [c3]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP 2019: 7715-7719 - [c2]Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov:
Online Regularization by Denoising with Applications to Phase Retrieval. ICCV Workshops 2019: 3887-3895 - [c1]Yu Sun, Jiaming Liu, Ulugbek Kamilov:
Block Coordinate Regularization by Denoising. NeurIPS 2019: 380-390
Informal and Other Publications
- 2024
- [i20]Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman:
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors. CoRR abs/2405.18782 (2024) - 2023
- [i19]Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman:
Learning Task-Specific Strategies for Accelerated MRI. CoRR abs/2304.12507 (2023) - [i18]Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman:
Provable Probabilistic Imaging using Score-Based Generative Priors. CoRR abs/2310.10835 (2023) - 2022
- [i17]Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov:
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR abs/2203.00137 (2022) - 2021
- [i16]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) - [i15]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) - [i14]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
- [i13]Yu Sun, Zihui Wu, Brendt Wohlberg, Ulugbek S. Kamilov:
Scalable Plug-and-Play ADMM with Convergence Guarantees. CoRR abs/2006.03224 (2020) - [i12]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) - [i11]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) - [i10]Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov:
Joint Reconstruction and Calibration using Regularization by Denoising. CoRR abs/2011.13391 (2020) - 2019
- [i9]Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Block Coordinate Regularization by Denoising. CoRR abs/1905.05113 (2019) - [i8]Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Online Regularization by Denoising with Applications to Phase Retrieval. CoRR abs/1909.02040 (2019) - [i7]Jiaming Liu, Yu Sun, Ulugbek S. Kamilov:
Infusing Learned Priors into Model-Based Multispectral Imaging. CoRR abs/1909.09313 (2019) - 2018
- [i6]Yu Sun, Zhihao Xia, Ulugbek S. Kamilov:
Efficient and accurate inversion of multiple scattering with deep learning. CoRR abs/1803.06594 (2018) - [i5]Yu Sun, Ulugbek S. Kamilov:
Stability of Scattering Decoder For Nonlinear Diffractive Imaging. CoRR abs/1806.08015 (2018) - [i4]Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. CoRR abs/1809.04693 (2018) - [i3]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration using Total Variation Regularized Deep Image Prior. CoRR abs/1810.12864 (2018) - [i2]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) - [i1]Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
Plug-In Stochastic Gradient Method. CoRR abs/1811.03659 (2018)
Coauthor Index
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