Követés
Shirin Shoushtari
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
202022
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
Block coordinate plug-and-play methods for blind inverse problems
W Gan, S Shoushtari, Y Hu, J Liu, H An, U Kamilov
Advances in Neural Information Processing Systems 36, 2024
32024
Robustness of deep equilibrium architectures to changes in the measurement model
J Hu*, S Shoushtari*, Z Zou, J Liu, Z Sun, US Kamilov
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis
S Shoushtari*, J Liu*, EP Chandler, MS Asif, US Kamilov
arXiv preprint arXiv:2310.00133, 2023
22023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration
Z Zou, J Liu, S Shoushtari, Y Wang, W Gan, US Kamilov
arXiv preprint arXiv:2311.15445, 2023
12023
DOLPH: Diffusion models for phase retrieval
S Shoushtari, J Liu, US Kamilov
arXiv preprint arXiv:2211.00529, 2022
12022
Emotion Recognition Using Sparse Graph Analysis of Brain Connectivity
S Shoushtari, H Mohammadzadeh, A Amini
2021 28th National and 6th International Iranian Conference on Biomedical …, 2021
12021
TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy
Z Zou, S Shoushtari, J Liu, J Zhang, P Judge, E Santana, A Lim, M Foston, ...
arXiv preprint arXiv:2405.11064, 2024
2024
Abstract PO2-28-09: Long-term Breast Cancer Risk Prediction in Black Women: External Validation of a Mammography-driven AI Model
JH Lopez, Z Sun, S Shoushtari, U Kamilov, D Bennett, A Gastounioti
Cancer Research 84 (9_Supplement), PO2-28-09-PO2-28-09, 2024
2024
PnP Restoration with Domain Adaptation for SANS
S Shoushtari, EP Chandler, J Zhang, M Senanayake, SV Pingali, ...
arXiv preprint arXiv:2403.10495, 2024
2024
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training
EP Chandler, S Shoushtari, J Liu, MS Asif, US Kamilov
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
2023
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers
C Park*, S Shoushtari*, W Gan, US Kamilov
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
2023
Diffusion Models for Phase Retrieval in Computational Imaging
S Shoushtari, J Liu, US Kamilov
2023 57th Asilomar Conference on Signals, Systems, and Computers, 779-783, 2023
2023
Supplementary Material for “Online Deep Equilibrium Learning for Regularization by Denoising”
J Liu, X Xu, W Gan, S Shoushtari, US Kamilov
ISSUE ON DEEP LEARNING METHODS FOR INVERSE PROBLEMS
J Scarlett, R Heckel, MRD Rodrigues, P Hand, YC Eldar, S Shoushtari, ...
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Cikkek 1–16