Deep Model-Based Architectures for Inverse Problems under Mismatched
Priors

Deep Model-Based Architectures for Inverse Problems under Mismatched Priors

26 July 2022

Ulugbek S. Kamilov

Papers citing "Deep Model-Based Architectures for Inverse Problems under Mismatched Priors"

6 / 6 papers shown

Title
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training Edward P. Chandler S. Shoushtari Jiaming Liu M. Salman Asif Ulugbek S. Kamilov OOD 16 1 0 15 Mar 2024
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview Alexander Auras Kanchana Vaishnavi Gandikota Hannah Droege Michael Moeller AAML 19 0 0 19 Feb 2024
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis S. Shoushtari Jiaming Liu Edward P. Chandler M. Salman Asif Ulugbek S. Kamilov 19 3 0 29 Sep 2023
Frequency Disentangled Features in Neural Image Compression Ali Zafari Atefeh Khoshkhahtinat P. Mehta Mohammad Saeed Ebrahimi Saadabadi Mohammad Akyash Nasser M. Nasrabadi 27 14 0 04 Aug 2023
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model Jun-Hao Hu S. Shoushtari Zihao Zou Jiaming Liu Zhixin Sun Ulugbek S. Kamilov 27 4 0 01 Nov 2022
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 42 211 0 06 Jun 2018