Online Deep Equilibrium Learning for Regularization by Denoising. - Jiaming Liu 001; Xiaojian Xu 002; Weijie Gan; Shirin Shoushtari; Ulugbek Kamilov (NeurIPS, 2022)

DOLPH: Diffusion Models for Phase Retrieval. - Shirin Shoushtari; Jiaming Liu 001; Ulugbek S. Kamilov (CoRR, 2022)

Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors. - Shirin Shoushtari; Jiaming Liu 001; Yuyang Hu; Ulugbek S. Kamilov (IEEE J. Sel. Areas Inf. Theory, 2022)

Diffusion Models for Phase Retrieval in Computational Imaging. - Shirin Shoushtari; Jiaming Liu 001; Ulugbek S. Kamilov (ACSSC, 2023)

Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training. - Edward P. Chandler; Shirin Shoushtari; Jiaming Liu 001; M. Salman Asif; Ulugbek S. Kamilov (CAMSAP, 2023)

Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. - Chicago Y. Park; Shirin Shoushtari; Weijie Gan; Ulugbek S. Kamilov (CAMSAP, 2023)

Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. - Junhao Hu; Shirin Shoushtari; Zihao Zou; Jiaming Liu 001; Zhixin Sun; Ulugbek S. Kamilov (ICASSP, 2023)

Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. - Weijie Gan; Shirin Shoushtari; Yuyang Hu; Jiaming Liu 001; Hongyu An; Ulugbek Kamilov (NeurIPS, 2023)

FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. - Zihao Zou; Jiaming Liu 001; Shirin Shoushtari; Yubo Wang; Weijie Gan; Ulugbek S. Kamilov (CoRR, 2023)

Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. - Shirin Shoushtari; Jiaming Liu 001; Edward P. Chandler; M. Salman Asif; Ulugbek S. Kamilov (ICML, 2024)

TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy. - Zihao Zou; Shirin Shoushtari; Jiaming Liu 001; Jialiang Zhang; Patrick Judge; Emilia Santana; Alison Lim; Marcus Foston; Ulugbek S. Kamilov (CoRR, 2024)

FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. - Zihao Zou; Jiaming Liu 001; Shirin Shoushtari; Yubo Wang; Ulugbek S. Kamilov (WACV, 2025)

Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models. - Shirin Shoushtari; Edward P. Chandler; Yuanhao Wang 016; M. Salman Asif; Ulugbek S. Kamilov (CoRR, 2025)

Measurement Score-Based Diffusion Model. - Chicago Y. Park; Shirin Shoushtari; Hongyu An; Ulugbek S. Kamilov (CoRR, 2025)