Spremljaj
Jiaming Liu
Jiaming Liu
Postdoc@Stanford, PhD@WUSTL
Preverjeni e-poštni naslov na stanford.edu - Domača stran
Naslov
Navedeno
Navedeno
Leto
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
2392019
RARE: Image reconstruction using deep priors learned without groundtruth
J Liu, Y Sun, C Eldeniz, W Gan, H An, US Kamilov
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1088-1099, 2020
1822020
Coil: Coordinate-based internal learning for tomographic imaging
Y Sun, J Liu, M Xie, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging 7, 1400-1412, 2021
133*2021
Block coordinate regularization by denoising
Y Sun, J Liu, U Kamilov
Advances in Neural Information Processing Systems 32, 2019
1022019
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
862020
DOLCE: A model-based probabilistic diffusion framework for limited-angle ct reconstruction
J Liu, R Anirudh, JJ Thiagarajan, S He, KA Mohan, US Kamilov, H Kim
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
782023
SIMBA: Scalable inversion in optical tomography using deep denoising priors
Z Wu, Y Sun, A Matlock, J Liu, L Tian, US Kamilov
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1163-1175, 2020
652020
Online regularization by denoising with applications to phase retrieval
Z Wu, Y Sun, J Liu, U Kamilov
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
482019
Recovery analysis for plug-and-play priors using the restricted eigenvalue condition
J Liu, S Asif, B Wohlberg, U Kamilov
Advances in Neural Information Processing Systems 34, 5921-5933, 2021
432021
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
422021
Boosting the performance of plug-and-play priors via denoiser scaling
X Xu, J Liu, Y Sun, B Wohlberg, US Kamilov
2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020
352020
Online Deep Equilibrium Learning for Regularization by Denoising
J Liu, X Xu, W Gan, S Shoushtari, US Kamilov
Advances in Neural Information Processing Systems 35, 2022
342022
Phase2Phase: respiratory motion-resolved reconstruction of free-breathing magnetic resonance imaging using deep learning without a ground truth for improved liver imaging
C Eldeniz, W Gan, S Chen, TJ Fraum, DR Ludwig, Y Yan, J Liu, T Vahle, ...
Investigative Radiology 56 (12), 809-819, 2021
272021
A new recurrent plug-and-play prior based on the multiple self-similarity network
G Song, Y Sun, J Liu, Z Wang, US Kamilov
IEEE Signal Processing Letters 27, 451-455, 2020
242020
Deep learning‐based motion compensation for four‐dimensional cone‐beam computed tomography (4D‐CBCT) reconstruction
Z Zhang, J Liu, D Yang, US Kamilov, GD Hugo
Medical physics 50 (2), 808-820, 2023
222023
Deep learning using a biophysical model for robust and accelerated reconstruction of quantitative, artifact‐free and denoised images
M Torop, SVVN Kothapalli, Y Sun, J Liu, S Kahali, DA Yablonskiy, ...
Magnetic resonance in medicine 84 (6), 2932-2942, 2020
202020
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
182022
Async-RED: A provably convergent asynchronous block parallel stochastic method using deep denoising priors
Y Sun, J Liu, Y Sun, B Wohlberg, US Kamilov
International Conference on Learning Representations 2020, 2020
182020
Deformation-compensated learning for image reconstruction without ground truth
W Gan, Y Sun, C Eldeniz, J Liu, H An, US Kamilov
IEEE transactions on medical imaging 41 (9), 2371-2384, 2022
162022
Self-supervised deep equilibrium models with theoretical guarantees and applications to MRI reconstruction
W Gan, C Ying, PE Boroojeni, T Wang, C Eldeniz, Y Hu, J Liu, Y Chen, ...
IEEE Transactions on Computational Imaging 9, 796-807, 2023
15*2023
Sistem trenutno ne more izvesti postopka. Poskusite znova pozneje.
Članki 1–20