Shirin Shoushtari

According to our database, Shirin Shoushtari authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy.

Zihao Zou, Shirin Shoushtari, Jiaming Liu, Jialiang Zhang, Patrick Judge, Emilia Santana, Alison Lim, Marcus Foston, Ulugbek S. Kamilov

CoRR, 2024

Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis.

Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration.

Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov

CoRR, 2023

Block Coordinate Plug-and-Play Methods for Blind Inverse Problems.

Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model.

Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov

Proceedings of the IEEE International Conference on Acoustics, 2023

Convergence of Nonconvex PNP-ADMM with MMSE Denoisers.

Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training.

Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Diffusion Models for Phase Retrieval in Computational Imaging.

Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors.

Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov

IEEE J. Sel. Areas Inf. Theory, September, 2022

DOLPH: Diffusion Models for Phase Retrieval.

Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov

CoRR, 2022

Online Deep Equilibrium Learning for Regularization by Denoising.

Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022