Xiaojian Xu

28 papers A* 2B 2C 1Misc 4Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping.
J. Math. Imaging Vis.
Xiaojian Xu, Weijie Gan, Satya V. V. N. Kothapalli, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov
2025 — conf
FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images.
KDD (2)
Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei, Cao Xiao
2025 J jnl
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction to ICF Applications.
IEEE Trans. Computational Imaging
Xiaojian Xu, Marc Louis Klasky, Michael T. McCann, Jason Hu, Jeffrey A. Fessler
2024 J jnl
Accelerated Wirtinger Flow With Score-Based Image Priors for Holographic Phase Retrieval in Poisson-Gaussian Noise Conditions.
IEEE Trans. Computational Imaging
Zongyu Li, Jason Hu, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2024 J jnl
Constrained Regularization by Denoising With Automatic Parameter Selection.
IEEE Signal Process. Lett.
Pasquale Cascarano, Alessandro Benfenati, Ulugbek S. Kamilov, Xiaojian Xu
2024 A* conf
Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems.
NeurIPS
Jason Hu, Bowen Song, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2024 J jnl
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems.
CoRR
Jason Hu, Bowen Song, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2024 J jnl
Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction.
IEEE Trans. Computational Imaging
Tao Hong, Xiaojian Xu, Jason Hu, Jeffrey A. Fessler
2024 J jnl
Reconstructing Richtmyer-Meshkov instabilities from noisy radiographs using low dimensional features and attention-based neural networks.
CoRR
Daniel A. Serino, Marc Louis Klasky, Balasubramanya T. Nadiga, Xiaojian Xu, Trevor Wilcox
2024 J jnl
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction.
CoRR
Xiaojian Xu, Marc Louis Klasky, Michael T. McCann, Jason Hu, Jeffrey A. Fessler
2023 J jnl
AWFSD: Accelerated Wirtinger Flow with Score-based Diffusion Image Prior for Poisson-Gaussian Holographic Phase Retrieval.
CoRR
Zongyu Li, Jason Hu, Xiaojian Xu, Liyue Shen, Jeffrey A. Fessler
2022 B conf
Bregman Plug-And-Play Priors.
ICIP
Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov
2022 J jnl
Bregman Plug-and-Play Priors.
CoRR
Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov
2022 J jnl
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping.
CoRR
Xiaojian Xu, Weijie Gan, Satya V. V. N. Kothapalli, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov
2022 B conf
Monotonically Convergent Regularization by Denoising.
ICIP
Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov
2022 J jnl
Monotonically Convergent Regularization by Denoising.
CoRR
Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov
2022 A* conf
Online Deep Equilibrium Learning for Regularization by Denoising.
NeurIPS
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov
2022 J jnl
Online Deep Equilibrium Learning for Regularization by Denoising.
CoRR
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, 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
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
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 C conf
Robust 3D Tomographic Imaging of the Ionospheric Electron Density.
IGARSS
Xiaojian Xu, Oussama Dhifallah, Hassan Mansour, Petros T. Boufounos, Philip V. Orlik
2019 Misc conf
Image Restoration Using Total Variation Regularized Deep Image Prior.
ICASSP
Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov
2019 Misc conf
SignProx: One-bit Proximal Algorithm for Nonconvex Stochastic Optimization.
ICASSP
Xiaojian Xu, 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