Shirin Shoushtari

26 papers A* 3A 1Misc 2Journal 16Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Analysis Plug-and-Play Methods for Imaging Inverse Problems. CoRR Edward P. Chandler, Shirin Shoushtari, Brendt Wohlberg, Ulugbek S. Kamilov
2025	J	`jnl`	Closed-Form Approximation of the Total Variation Proximal Operator. IEEE Trans. Computational Imaging Edward P. Chandler, Shirin Shoushtari, Brendt Wohlberg, Ulugbek S. Kamilov
2025	—	`conf`	Distribution Shift Estimation in Imaging Inverse Problems. CAMSAP Weining Wang, Shirin Shoushtari, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov
2025	J	`jnl`	EigenScore: OOD Detection using Covariance in Diffusion Models. CoRR Shirin Shoushtari, Yi Wang, Xiao Shi, M. Salman Asif, Ulugbek S. Kamilov
2025	A	`conf`	FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. WACV Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Ulugbek S. Kamilov
2025	J	`jnl`	Measurement Score-Based Diffusion Model. CoRR Chicago Y. Park, Shirin Shoushtari, Hongyu An, Ulugbek S. Kamilov
2025	—	`conf`	Out-of-Distribution Detection via Uncertainty Quantification in Diffusion Models. IEEECONF Shirin Shoushtari, Yi Wang, Ulugbek S. Kamilov
2025	J	`jnl`	Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models. CoRR Shirin Shoushtari, Edward P. Chandler, Yuanhao Wang, M. Salman Asif, Ulugbek S. Kamilov
2024	J	`jnl`	Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training. CoRR Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov
2024	A*	`conf`	Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. ICML Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov
2024	J	`jnl`	TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy. CoRR Zihao Zou, Shirin Shoushtari, Jiaming Liu, Jialiang Zhang, Patrick Judge, Emilia Santana, Alison Lim, Marcus Foston, Ulugbek S. Kamilov
2023	A*	`conf`	Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov
2023	J	`jnl`	Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
2023	—	`conf`	Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP Chicago Y. Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
2023	J	`jnl`	Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR Chicago Y. Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
2023	Misc	`conf`	Diffusion Models for Phase Retrieval in Computational Imaging. ACSSC Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov
2023	J	`jnl`	FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. CoRR Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov
2023	—	`conf`	Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training. CAMSAP Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov
2023	J	`jnl`	Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. CoRR Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov
2023	Misc	`conf`	Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. ICASSP Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov
2022	J	`jnl`	DOLPH: Diffusion Models for Phase Retrieval. CoRR Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov
2022	J	`jnl`	Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors. IEEE J. Sel. Areas Inf. Theory Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov
2022	J	`jnl`	Deep Model-Based Architectures for Inverse Problems under Mismatched Priors. CoRR Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov
2022	A*	`conf`	Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov
2022	J	`jnl`	Online Deep Equilibrium Learning for Regularization by Denoising. CoRR Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov
2022	J	`jnl`	Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. CoRR Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov