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Shirin Shoushtari
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Year
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
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
52022
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
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
22024
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
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
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
S Shoushtari, W Gan, US Kamilov
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
2023
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
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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