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Yuyang Hu
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Deep model-based architectures for inverse problems under mismatched priors
S Shoushtari, J Liu, Y Hu, US Kamilov
IEEE Journal on Selected Areas in Information Theory 3 (3), 468-480, 2022
62022
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, 2023
5*2023
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
SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth
W Gan*, Y Hu*, C Eldeniz, J Liu, Y Chen, H An, US Kamilov
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
52021
Block coordinate plug-and-play methods for blind inverse problems
W Gan, Y Hu, J Liu, H An, U Kamilov
Advances in Neural Information Processing Systems 36, 2024
32024
SPICE: Self-Supervised Learning for MRI with Automatic Coil Sensitivity Estimation
Y Hu*, W Gan*, C Ying, T Wang, C Eldeniz, J Liu, Y Chen, H An, ...
arXiv preprint arXiv:2210.02584, 2022
32022
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5 D Diffusion Model
Y Hu, SVVN Kothapalli, W Gan, AL Sukstanskii, GF Wu, M Goyal, ...
arXiv preprint arXiv:2311.18073, 2023
22023
A Restoration Network as an Implicit Prior
Y Hu, M Delbracio, P Milanfar, US Kamilov
arXiv preprint arXiv:2310.01391, 2023
12023
Self-supervised joint image reconstruction and coil sensitivity calibration in parallel mri without ground truth
U Kamilov, H An, Y Hu, LIU Jiaming, C Eldeniz, W Gan, Y Chen
US Patent App. 17/968,541, 2023
12023
A Structured Pruning Algorithm for Model-based Deep Learning
W Gan, Z Zou, Y Hu, Z Sun, US Kamilov
arXiv preprint arXiv:2311.02003, 2023
2023
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