Yu Sun

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Provably Convergent

Total Variation

Top Venues

IEEE Trans. Computational Imaging

IEEE Signal Process. Lett.

Publications

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 (2024)
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 (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)
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)
Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR (2022)
Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) (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)
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)
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)
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)
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)
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 (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)
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)
Yu Sun, Jiaming Liu, Ulugbek Kamilov
Block Coordinate Regularization by Denoising. NeurIPS (2019)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. IEEE Trans. Computational Imaging 5 (3) (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)
Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov
Online Regularization by Denoising with Applications to Phase Retrieval. ICCV Workshops (2019)
Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov
Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP (2019)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Plug-In Stochastic Gradient Method. CoRR (2018)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. 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)
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)