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BP-DIP: A Backprojection based Deep Image Prior
v1v2 (latest)

BP-DIP: A Backprojection based Deep Image Prior

European Signal Processing Conference (EUSIPCO), 2020
11 March 2020
Jenny Zukerman
Tom Tirer
Raja Giryes
    SupR
ArXiv (abs)PDFHTML

Papers citing "BP-DIP: A Backprojection based Deep Image Prior"

12 / 12 papers shown
Implicit Regularization of the Deep Inverse Prior Trained with Inertia
Implicit Regularization of the Deep Inverse Prior Trained with Inertia
Nathan Buskulic
Jalal Fadil
Yvain Quéau
253
1
0
03 Jun 2025
Deep Learning CT Image Restoration using System Blur and Noise Models
Deep Learning CT Image Restoration using System Blur and Noise Models
Yijie Yuan
G. Gang
J. W. Stayman
MedIm
300
2
0
20 Jul 2024
Image Restoration by Denoising Diffusion Models with Iteratively
  Preconditioned Guidance
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance
Tomer Garber
Tom Tirer
DiffM
359
70
0
27 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input
Deep Internal Learning: Deep Learning from a Single InputIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2023
Tom Tirer
Raja Giryes
Se Young Chun
Yonina C. Eldar
389
11
0
12 Dec 2023
Convergence and Recovery Guarantees of Unsupervised Neural Networks for
  Inverse Problems
Convergence and Recovery Guarantees of Unsupervised Neural Networks for Inverse ProblemsJournal of Mathematical Imaging and Vision (JMIV), 2023
Nathan Buskulic
M. Fadili
Yvain Quéau
496
8
0
21 Sep 2023
Convergence Guarantees of Overparametrized Wide Deep Inverse Prior
Convergence Guarantees of Overparametrized Wide Deep Inverse PriorScale Space and Variational Methods in Computer Vision (SSVM), 2023
Nathan Buskulic
Yvain Quéau
M. Fadili
BDL
300
2
0
20 Mar 2023
MrSARP: A Hierarchical Deep Generative Prior for SAR Image
  Super-resolution
MrSARP: A Hierarchical Deep Generative Prior for SAR Image Super-resolution
Tushar Agarwal
Nithin Sugavanam
Emre Ertin
GAN
284
2
0
30 Nov 2022
PIP: Positional-encoding Image Prior
PIP: Positional-encoding Image Prior
Nimrod Shabtay
Eli Schwartz
Raja Giryes
458
8
0
25 Nov 2022
On Measuring and Controlling the Spectral Bias of the Deep Image Prior
On Measuring and Controlling the Spectral Bias of the Deep Image Prior
Prithvijit Chakrabarty
Pascal Mettes
Subhransu Maji
Cees G. M. Snoek
297
89
0
02 Jul 2021
Image Restoration by Deep Projected GSURE
Image Restoration by Deep Projected GSUREIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Shady Abu Hussein
Tom Tirer
S. Chun
Yonina C. Eldar
Raja Giryes
SupR
202
15
0
04 Feb 2021
An Interpretation of Regularization by Denoising and its Application
  with the Back-Projected Fidelity Term
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity TermInternational Conference on Information Photonics (ICIP), 2021
Einav Yogev-Ofer
Tom Tirer
Raja Giryes
214
3
0
27 Jan 2021
On the Convergence Rate of Projected Gradient Descent for a
  Back-Projection based Objective
On the Convergence Rate of Projected Gradient Descent for a Back-Projection based ObjectiveSIAM Journal of Imaging Sciences (SIIMS), 2020
Tom Tirer
Raja Giryes
393
15
0
03 May 2020
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