Yu Sun - RankMe

47 papers A* 4Misc 4Journal 35Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences. ICLR Hongkai Zheng, Wenda Chu, Bingliang Zhang, Zihui Wu, Austin Wang, Berthy Feng, Caifeng Zou, Yu Sun, Nikola Borislavov Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue
2025	J	`jnl`	InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences. CoRR Hongkai Zheng, Wenda Chu, Bingliang Zhang, Zihui Wu, Austin Wang, Berthy T. Feng, Caifeng Zou, Yu Sun, Nikola B. Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue
2024	J	`jnl`	Learning Task-Specific Strategies for Accelerated MRI. IEEE Trans. Computational Imaging Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman
2024	A*	`conf`	Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors. NeurIPS Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman
2024	J	`jnl`	Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors. CoRR Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman
2024	J	`jnl`	Provable Probabilistic Imaging Using Score-Based Generative Priors. IEEE Trans. Computational Imaging Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman
2023	J	`jnl`	Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach. IEEE Trans. Geosci. Remote. Sens. Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa P., Yu Sun, Ulugbek S. Kamilov, Brendt Wohlberg, Henry Arguello
2023	J	`jnl`	Learning Task-Specific Strategies for Accelerated MRI. CoRR Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman
2023	J	`jnl`	Provable Probabilistic Imaging using Score-Based Generative Priors. CoRR Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman
2022	J	`jnl`	Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. IEEE Trans. Medical Imaging Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
2022	—	`conf`	Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
2022	J	`jnl`	Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
2022	J	`jnl`	Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields. Nat. Mac. Intell. Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek S. Kamilov
2021	A*	`conf`	Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. ICLR Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov
2021	J	`jnl`	CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. IEEE Trans. Computational Imaging Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov
2021	—	`conf`	Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth. ISBI Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
2021	—	`conf`	Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography. ICCVW Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov
2021	J	`jnl`	MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth. CoRR Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
2021	J	`jnl`	SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
2021	J	`jnl`	SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
2021	J	`jnl`	Scalable Plug-and-Play ADMM With Convergence Guarantees. IEEE Trans. Computational Imaging Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
2021	Misc	`conf`	Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
2021	J	`jnl`	Zero-Shot Learning of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements. CoRR Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek Kamilov
2020	J	`jnl`	A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network. IEEE Signal Process. Lett. Guangxiao Song, Yu Sun, Jiaming Liu, Zhijie Wang, Ulugbek S. Kamilov
2020	J	`jnl`	Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. CoRR Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov
2020	J	`jnl`	Block Coordinate Regularization by Denoising. IEEE Trans. Computational Imaging Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
2020	Misc	`conf`	Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. ACSSC Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
2020	J	`jnl`	Deep Image Reconstruction using Unregistered Measurements without Groundtruth. CoRR Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
2020	J	`jnl`	Joint Reconstruction and Calibration using Regularization by Denoising. CoRR Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
2020	J	`jnl`	Provable Convergence of Plug-and-Play Priors With MMSE Denoisers. IEEE Signal Process. Lett. Xiaojian Xu, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
2020	J	`jnl`	RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth. IEEE J. Sel. Top. Signal Process. Jiaming Liu, Yu Sun, Cihat Eldeniz, Weijie Gan, Hongyu An, Ulugbek S. Kamilov
2020	J	`jnl`	SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors. IEEE J. Sel. Top. Signal Process. Zihui Wu, Yu Sun, Alex Matlock, Jiaming Liu, Lei Tian, Ulugbek S. Kamilov
2020	J	`jnl`	Scalable Plug-and-Play ADMM with Convergence Guarantees. CoRR Yu Sun, Zihui Wu, Brendt Wohlberg, Ulugbek S. Kamilov
2019	J	`jnl`	An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. IEEE Trans. Computational Imaging Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
2019	A*	`conf`	Block Coordinate Regularization by Denoising. NeurIPS Yu Sun, Jiaming Liu, Ulugbek Kamilov
2019	J	`jnl`	Block Coordinate Regularization by Denoising. CoRR Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
2019	Misc	`conf`	Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov
2019	J	`jnl`	Infusing Learned Priors into Model-Based Multispectral Imaging. CoRR Jiaming Liu, Yu Sun, Ulugbek S. Kamilov
2019	—	`conf`	Online Regularization by Denoising with Applications to Phase Retrieval. ICCV Workshops Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov
2019	J	`jnl`	Online Regularization by Denoising with Applications to Phase Retrieval. CoRR Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
2019	Misc	`conf`	Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm. ICASSP Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov
2018	J	`jnl`	An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. CoRR Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
2018	J	`jnl`	Efficient and accurate inversion of multiple scattering with deep learning. CoRR Yu Sun, Zhihao Xia, Ulugbek S. Kamilov
2018	J	`jnl`	Image Restoration using Total Variation Regularized Deep Image Prior. CoRR Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov
2018	J	`jnl`	Plug-In Stochastic Gradient Method. CoRR Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
2018	J	`jnl`	Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. CoRR Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov
2018	J	`jnl`	Stability of Scattering Decoder For Nonlinear Diffractive Imaging. CoRR Yu Sun, Ulugbek S. Kamilov