Követés
Xiaojian Xu (许晓健)
Xiaojian Xu (许晓健)
Postdoc @ University of Michigan, PhD in CS @ Washington University in St. Louis
E-mail megerősítve itt: wustl.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
1822019
Scalable Plug-and-Play ADMM with Convergence Guarantees
Y Sun*, Z Wu*, X Xu*, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging, 2020
772020
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
722020
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
312021
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
302020
Online deep equilibrium learning for regularization by denoising
J Liu*, X Xu*, W Gan, U Kamilov
Advances in Neural Information Processing Systems 35, 25363-25376, 2022
192022
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
112022
Signprox: One-bit proximal algorithm for nonconvex stochastic optimization
X Xu, US Kamilov
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
102019
Monotonically convergent regularization by denoising
Y Hu, J Liu, X Xu, US Kamilov
2022 IEEE International Conference on Image Processing (ICIP), 426-430, 2022
52022
Bregman Plug-and-Play priors
AH Al-Shabili*, X Xu*, I Selesnick, US Kamilov
2022 IEEE International Conference on Image Processing (ICIP), 241-245, 2022
42022
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
42021
Constrained Regularization by Denoising with Automatic Parameter Selection
P Cascarano, A Benfenati, US Kamilov, X Xu
IEEE Signal Processing Letters, 2024
32024
Deep learning‐based Accelerated and Noise‐Suppressed Estimation (DANSE) of quantitative Gradient‐Recalled Echo (qGRE) magnetic resonance imaging metrics associated with human …
S Kahali, SVVN Kothapalli, X Xu, US Kamilov, DA Yablonskiy
NMR in Biomedicine 36 (5), e4883, 2023
22023
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
22022
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior
J Hu, Z Li, X Xu, L Shen, JA Fessler
NeurIPS 2023 Workshop on Deep Learning and Inverse Problems, 2023
12023
An End-to-End Learning Approach for Subpixel Feature Extraction
X Xu, JA Fessler, M Klasky, GS Sidharth, JL Schei, MT McCann
Imaging Systems and Applications, JW2A. 1, 2023
2023
Reducing SPECT acquisition time by predicting missing projections with single-scan self-supervised coordinate-based learning
Z Li, X Xu, J Hu, J Fessler, Y Dewaraja
Journal of Nuclear Medicine 64 (supplement 1), P1014-P1014, 2023
2023
AWFSD: Accelerated Wirtinger Flow with Score-based Diffusion Image Prior for Poisson-Gaussian Holographic Phase Retrieval
Z Li, J Hu, X Xu, L Shen, JA Fessler
arXiv preprint arXiv:2305.07712, 2023
2023
Model-Based Deep Learning for Computational Imaging
X Xu
Washington University in St. Louis, 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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Cikkek 1–20