Deep Unrolled Recovery in Sparse Biological Imaging

Deep Unrolled Recovery in Sparse Biological Imaging

28 September 2021

Samouil L. Farhi

Yonina C. Eldar

Papers citing "Deep Unrolled Recovery in Sparse Biological Imaging"

12 / 12 papers shown

Title
Self-STORM: Deep Unrolled Self-Supervised Learning for Super-Resolution Microscopy Yair Ben Sahel Yonina C. Eldar 21 1 0 25 Mar 2024
GLIMPSE: Generalized Local Imaging with MLPs AmirEhsan Khorashadizadeh Valentin Debarnot Tianlin Liu Ivan Dokmanić 33 1 0 01 Jan 2024
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding Shaik Basheeruddin Shah Pradyumna Pradhan Wei Pu Ramunaidu Randhi Miguel R. D. Rodrigues Yonina C. Eldar 22 4 0 12 Sep 2023
An Optimization-based Deep Equilibrium Model for Hyperspectral Image Deconvolution with Convergence Guarantees A. Gkillas D. Ampeliotis K. Berberidis 33 0 0 10 Jun 2023
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration Guixian Xu Huihui Wang Qingping Zhou 19 2 0 16 Apr 2023
Physics Embedded Machine Learning for Electromagnetic Data Imaging Rui Guo Tianyao Huang Maokun Li H. Zhang Yonina C. Eldar MedIm AI4CE 8 38 0 26 Jul 2022
Unrolled algorithms for group synchronization N. Janco Tamir Bendory 22 3 0 19 Jul 2022
Theoretical Perspectives on Deep Learning Methods in Inverse Problems Jonathan Scarlett Reinhard Heckel M. Rodrigues Paul Hand Yonina C. Eldar AI4CE 27 28 0 29 Jun 2022
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization Nir Shlezinger Yonina C. Eldar Stephen P. Boyd 22 130 0 05 May 2022
Learned super resolution ultrasound for improved breast lesion characterization Or Bar-Shira A. Grubstein Y. Rapson Dror Suhami E. Atar Keren Peri-Hanania R. Rosen Yonina C. Eldar 28 12 0 12 Jul 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 26 315 0 15 Dec 2020
Deep Unfolding Network for Image Super-Resolution K. Zhang Luc Van Gool Radu Timofte SupR 113 539 0 23 Mar 2020