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Deep Unfolding of a Proximal Interior Point Method for Image Restoration

Deep Unfolding of a Proximal Interior Point Method for Image Restoration

Carla Bertocchi
Émilie Chouzenoux
M. Corbineau
J. Pesquet
M. Prato
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Papers citing "Deep Unfolding of a Proximal Interior Point Method for Image Restoration"

17 / 17 papers shown
Title
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning
Long Zhou
Fereshteh Shakeri
Aymen Sadraoui
Mounir Kaaniche
J. Pesquet
Ismail Ben Ayed
VLM
84
0
0
21 Dec 2024
CQnet: convex-geometric interpretation and constraining neural-network trajectories
CQnet: convex-geometric interpretation and constraining neural-network trajectories
B. Peters
24
0
0
09 Feb 2023
Explainable bilevel optimization: an application to the Helsinki deblur challenge
Explainable bilevel optimization: an application to the Helsinki deblur challenge
S. Bonettini
Giorgia Franchini
Danilo Pezzi
M. Prato
19
10
0
18 Oct 2022
Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density
Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density
Marion Savanier
Émilie Chouzenoux
J. Pesquet
C. Riddell
24
16
0
27 Sep 2022
Learning Variational Models with Unrolling and Bilevel Optimization
Learning Variational Models with Unrolling and Bilevel Optimization
Christoph Brauer
Niklas Breustedt
T. Wolff
D. Lorenz
SSL
29
3
0
26 Sep 2022
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction
Gang Yang
Li Zhang
Man Zhou
Aiping Liu
Xun Chen
Zhiwei Xiong
Feng Wu
MedIm
21
14
0
15 Sep 2022
Alternative design of DeepPDNet in the context of image restoration
Alternative design of DeepPDNet in the context of image restoration
Mingyuan Jiu
N. Pustelnik
25
2
0
20 Feb 2022
Monotonically Convergent Regularization by Denoising
Monotonically Convergent Regularization by Denoising
Yuyang Hu
Jiaming Liu
Xiaojian Xu
Ulugbek S. Kamilov
19
8
0
10 Feb 2022
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution
Yunshi Huang
Émilie Chouzenoux
J. Pesquet
BDL
11
12
0
14 Oct 2021
ADMM-DAD net: a deep unfolding network for analysis compressed sensing
ADMM-DAD net: a deep unfolding network for analysis compressed sensing
Vicky Kouni
Georgios Paraskevopoulos
Holger Rauhut
G. C. Alexandropoulos
29
18
0
13 Oct 2021
Graph Signal Restoration Using Nested Deep Algorithm Unrolling
Graph Signal Restoration Using Nested Deep Algorithm Unrolling
Masatoshi Nagahama
Koki Yamada
Yuichi Tanaka
Stanley H. Chan
Yonina C. Eldar
18
18
0
30 Jun 2021
Learning to Optimize: A Primer and A Benchmark
Learning to Optimize: A Primer and A Benchmark
Tianlong Chen
Xiaohan Chen
Wuyang Chen
Howard Heaton
Jialin Liu
Zhangyang Wang
W. Yin
35
225
0
23 Mar 2021
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network
Qiang Ning
W. Dong
Guangming Shi
Leida Li
Xin Li
19
44
0
14 Sep 2020
Deep unfolding of the weighted MMSE beamforming algorithm
Deep unfolding of the weighted MMSE beamforming algorithm
Lissy Pellaco
M. Bengtsson
Joakim Jaldén
11
21
0
15 Jun 2020
Deep Radar Waveform Design for Efficient Automotive Radar Sensing
Deep Radar Waveform Design for Efficient Automotive Radar Sensing
Shahin Khobahi
Arindam Bose
M. Soltanalian
14
18
0
17 Dec 2019
Deep Learning for space-variant deconvolution in galaxy surveys
Deep Learning for space-variant deconvolution in galaxy surveys
F. Sureau
Alexis Lechat
Jean-Luc Starck
3DPC
17
21
0
01 Nov 2019
Multimodal Image Super-resolution via Deep Unfolding with Side Information
Multimodal Image Super-resolution via Deep Unfolding with Side Information
Iman Marivani
Evaggelia Tsiligianni
Bruno Cornelis
Nikos Deligiannis
SupR
24
17
0
18 Oct 2019