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Xiaojian Xu (许晓健)
Xiaojian Xu (许晓健)
Postdoc @ University of Michigan, PhD in CS @ Washington University in St. Louis
Verified email at wustl.edu - Homepage
Title
Cited by
Cited by
Year
Image restoration using total variation regularized deep image prior
J Liu, Y Sun, X Xu, US Kamilov
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
1002019
Provable Convergence of Plug-and-Play Priors with MMSE denoisers
X Xu, Y Sun, J Liu, B Wohlberg, US Kamilov
IEEE Signal Processing Letters 27, 1280 - 1284, 2020
422020
Scalable Plug-and-Play ADMM with Convergence Guarantees
Y Sun*, Z Wu*, X Xu*, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging, 2020
372020
Boosting the performance of plug-and-play priors via denoiser scaling
X Xu, J Liu, Y Sun, B Wohlberg, US Kamilov
54th Annual Asilomar Conference on Signals, Systems, and Computers, 2020
182020
Sgd-net: Efficient model-based deep learning with theoretical guarantees
J Liu, Y Sun, W Gan, X Xu, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging 7, 598-610, 2021
152021
Signprox: One-bit proximal algorithm for nonconvex stochastic optimization
X Xu, US Kamilov
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
72019
Learning‐based motion artifact removal networks for quantitative mapping
X Xu, SVVN Kothapalli, J Liu, S Kahali, W Gan, DA Yablonskiy, ...
Magnetic resonance in medicine 88 (1), 106-119, 2022
2*2022
Online Deep Equilibrium Learning for Regularization by Denoising
J Liu*, X Xu*, W Gan, S Shoushtari, US Kamilov
arXiv preprint arXiv:2205.13051, 2022
22022
Monotonically Convergent Regularization by Denoising
Y Hu, J Liu, X Xu, US Kamilov
arXiv preprint arXiv:2202.04961, 2022
22022
Bregman Plug-and-Play Priors
AH Al-Shabili*, X Xu*, I Selesnick, US Kamilov
arXiv preprint arXiv:2202.02388, 2022
12022
Stochastic deep unfolding for imaging inverse problems
J Liu, Y Sun, W Gan, X Xu, B Wohlberg, US Kamilov
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
12021
Deep-Learning-Based Accelerated and Noise-Suppressed Estimation (DANSE) of quantitative Gradient Recalled Echo (qGRE) MRI metrics associated with Human Brain Neuronal Structure …
S Kahali, SVVN Kothapalli, X Xu, US Kamilov, DA Yablonskiy
bioRxiv, 2021
12021
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping
X Xu, W Gan, SVVN Kothapalli, DA Yablonskiy, US Kamilov
arXiv preprint arXiv:2210.06330, 2022
2022
Robust 3D Tomographic Imaging of the Ionospheric Electron Density
X Xu, O Dhifallah, H Mansour, PT Boufounos, PV Orlik
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
2020
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