Shirin Shoushtari

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 17

Top Topics

Convergence Analysis

Inverse Problems

Diffusion Models

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

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 (2024)
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 (2024)
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 (2023)
Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR (2023)
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 (2023)
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)
Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP (2023)
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)
Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR (2023)
Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS (2023)
Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov
Diffusion Models for Phase Retrieval in Computational Imaging. ACSSC (2023)
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR (2022)
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS (2022)
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 (2022)
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) (2022)
Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov
DOLPH: Diffusion Models for Phase Retrieval. CoRR (2022)
Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors. CoRR (2022)