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ORCIDShirin Shoushtari
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2020 – today
- 2024
[c7]Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov:
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. ICML 2024- [i10]Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov:
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training. CoRR abs/2403.10374 (2024) - [i9]Zihao Zou, Shirin Shoushtari, Jiaming Liu, Jialiang Zhang, Patrick Judge, Emilia Santana, Alison Lim, Marcus Foston, Ulugbek S. Kamilov:
TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy. CoRR abs/2405.11064 (2024) - 2023
- [c6]Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov:
Diffusion Models for Phase Retrieval in Computational Imaging. ACSSC 2023: 779-783 - [c5]Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov:
Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training. CAMSAP 2023: 186-190 - [c4]Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov:
Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP 2023: 511-515 - [c3]Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov:
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. ICASSP 2023: 1-5 - [c2]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS 2023 - [i8]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR abs/2305.12672 (2023) - [i7]Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov:
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. CoRR abs/2310.00133 (2023) - [i6]Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov:
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. CoRR abs/2311.15445 (2023) - [i5]Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov:
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR abs/2311.18810 (2023) - 2022
- [j1]Shirin Shoushtari
, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov:
Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors. IEEE J. Sel. Areas Inf. Theory 3(3): 468-480 (2022) - [c1]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS 2022 - [i4]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR abs/2205.13051 (2022) - [i3]Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov:
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors. CoRR abs/2207.13200 (2022) - [i2]Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov:
DOLPH: Diffusion Models for Phase Retrieval. CoRR abs/2211.00529 (2022) - [i1]Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov:
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. CoRR abs/2211.00531 (2022)
Coauthor Index
aka: Ulugbek S. Kamilov
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