Yu Sun

According to our database, Yu Sun authored at least 32 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Task-Specific Strategies for Accelerated MRI.

Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman

IEEE Trans. Computational Imaging, 2024

Provable Probabilistic Imaging Using Score-Based Generative Priors.

Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman

IEEE Trans. Computational Imaging, 2024

Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors.

Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman

CoRR, 2024

2023

Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach.

Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa P., Yu Sun, Ulugbek S. Kamilov, Brendt Wohlberg, Henry Arguello

IEEE Trans. Geosci. Remote. Sens., 2023

2022

Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields.

Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek S. Kamilov

Nat. Mac. Intell., September, 2022

Deformation-Compensated Learning for Image Reconstruction Without Ground Truth.

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

IEEE Trans. Medical Imaging, 2022

Learning Cross-Video Neural Representations for High-Quality Frame Interpolation.

Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Scalable Plug-and-Play ADMM With Convergence Guarantees.

Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2021

CoIL: Coordinate-Based Internal Learning for Tomographic Imaging.

Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2021

SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees.

Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2021

Zero-Shot Learning of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements.

Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek Kamilov

CoRR, 2021

MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth.

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

CoRR, 2021

Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth.

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors.

Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov

Proceedings of the 9th International Conference on Learning Representations, 2021

Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography.

Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Stochastic Deep Unfolding for Imaging Inverse Problems.

Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Block Coordinate Regularization by Denoising.

Yu Sun, Jiaming Liu, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2020

Provable Convergence of Plug-and-Play Priors With MMSE Denoisers.

Xiaojian Xu, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Signal Process. Lett., 2020

A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network.

Guangxiao Song, Yu Sun, Jiaming Liu, Zhijie Wang, Ulugbek S. Kamilov

IEEE Signal Process. Lett., 2020

SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors.

Zihui Wu, Yu Sun, Alex Matlock, Jiaming Liu, Lei Tian, Ulugbek S. Kamilov

IEEE J. Sel. Top. Signal Process., 2020

RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth.

Jiaming Liu, Yu Sun, Cihat Eldeniz, Weijie Gan, Hongyu An, Ulugbek S. Kamilov

IEEE J. Sel. Top. Signal Process., 2020

Joint Reconstruction and Calibration using Regularization by Denoising.

Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov

CoRR, 2020

Scalable Plug-and-Play ADMM with Convergence Guarantees.

Yu Sun, Zihui Wu, Brendt Wohlberg, Ulugbek S. Kamilov

CoRR, 2020

Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling.

Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

An Online Plug-and-Play Algorithm for Regularized Image Reconstruction.

Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2019

Infusing Learned Priors into Model-Based Multispectral Imaging.

Jiaming Liu, Yu Sun, Ulugbek S. Kamilov

CoRR, 2019

Online Regularization by Denoising with Applications to Phase Retrieval.

Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Image Restoration Using Total Variation Regularized Deep Image Prior.

Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov

Proceedings of the IEEE International Conference on Acoustics, 2019

Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm.

Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Plug-In Stochastic Gradient Method.

Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov

CoRR, 2018

Stability of Scattering Decoder For Nonlinear Diffractive Imaging.

Yu Sun, Ulugbek S. Kamilov

CoRR, 2018

Efficient and accurate inversion of multiple scattering with deep learning.

Yu Sun, Zhihao Xia, Ulugbek S. Kamilov

CoRR, 2018