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2205.02640
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Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization
5 May 2022
Nir Shlezinger
Yonina C. Eldar
Stephen P. Boyd
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Papers citing
"Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization"
15 / 15 papers shown
Title
Unveiling and Mitigating Adversarial Vulnerabilities in Iterative Optimizers
Elad Sofer
Tomer Shaked
Caroline Chaux
Nir Shlezinger
AAML
45
0
0
26 Apr 2025
AI-Aided Kalman Filters
Nir Shlezinger
Guy Revach
Anubhab Ghosh
S. Chatterjee
Shuo Tang
Tales Imbiriba
J. Duník
O. Straka
Pau Closas
Yonina C. Eldar
77
3
0
16 Oct 2024
SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement
Gargi Panda
Soumitra Kundu
Saumik Bhattacharya
Aurobinda Routray
41
0
0
02 Sep 2024
Physics-Inspired Generative Models in Medical Imaging: A Review
Dennis Hein
Afshin Bozorgpour
Dorit Merhof
Ge Wang
DiffM
MedIm
AI4CE
39
0
0
15 Jul 2024
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
Natavsa Tagasovska
Vladimir Gligorijević
Kyunghyun Cho
Andreas Loukas
DiffM
52
4
0
28 May 2024
Accelerating Convergence of Stein Variational Gradient Descent via Deep Unfolding
Yuya Kawamura
Satoshi Takabe
BDL
34
0
0
23 Feb 2024
Blind Channel Estimation and Joint Symbol Detection with Data-Driven Factor Graphs
Luca Schmid
Tomer Raviv
Nir Shlezinger
Laurent Schmalen
33
5
0
23 Jan 2024
A Deep-Unfolded Spatiotemporal RPCA Network For L+S Decomposition
Shoaib Imran
Muhammad Ahmad Tahir
Zubair Khalid
M. Uppal
16
0
0
06 Nov 2022
LQGNet: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control
Solomon Goldgraber Casspi
O. Husser
Guy Revach
Nir Shlezinger
21
2
0
23 Oct 2022
Split-KalmanNet: A Robust Model-Based Deep Learning Approach for SLAM
Geon Choi
Jeonghun Park
Nir Shlezinger
Yonina C. Eldar
Namyoon Lee
28
0
0
18 Oct 2022
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis
P. Braca
L. Millefiori
A. Aubry
S. Maranò
A. De Maio
P. Willett
29
12
0
22 Jul 2022
Unsupervised Learned Kalman Filtering
Guy Revach
Nir Shlezinger
Timur Locher
Xiaoyong Ni
Ruud J. G. van Sloun
Yonina C. Eldar
SSL
28
31
0
18 Oct 2021
Deep Unrolled Recovery in Sparse Biological Imaging
Yair Ben Sahel
John P. Bryan
B. Cleary
Samouil L. Farhi
Yonina C. Eldar
SyDa
37
16
0
28 Sep 2021
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
28
315
0
15 Dec 2020
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