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  • Suche: "Data-driven regularization"

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1

From model based to learned regularization in medical image registration: A comprehensive review
Reithmeir, Anna ; Spieker, Veronika ; Sideri-Lampretsa, Vasiliki ; et al.
In Medical Image Analysis February 2026 108

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2

Fast Inexact Bilevel Optimization for Analytical Deep Image Priors
Mohammad Sadegh Salehi ; Tatiana A. Bubba ; Yury Korolev
Lecture Notes in Computer Science ISBN: 9783031923654

Optimization and Control... Image and Video Processi... Data-driven regularizati... inexact bilevel optimiza... regularization by archit... semi-blind deblurring …
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3

Regularization by double complementary priors for full waveform inversion
Qi, Hongyu ; Fu, Zhenwu ; Li, Yang ; et al.
In Computers and Geosciences January 2025 194

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4

2000 Mathematics Subject Classification: Primary 62C99, sec-ondary 62C10, 62C20, 62J05
Golubev, Yu. ; Zimolo, Th. ; Institut de Mathématiques de Marseille (I2M) ; et al.
Mathematical Methods of Statistics. 25(1):1-25

data-driven regularizati... prediction mean squared... concen-tration inequalit... sec-ondary 62C10 blurred design ridge regression …
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5

Unrolled Optimization With Deep Learning-Based Priors for Phaseless Inverse Scattering Problems
Samruddhi Deshmukh ; Amartansh Dubey ; Ross Murch
IEEE Transactions on Geoscience and Remote Sensing. 60:1-14

Signal Processing (eess.... Unrolled optimization Data driven regularizati... Deep learning (DL) Inverse scattering FOS: Electrical engineer... …
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6

On an unsupervised method for parameter selection for the elastic net
Kereta, Zeljko ; Naumova, Valeriya
Mathematics in Engineering, Vol 4, Iss 6, Pp 1-36 (2022)

T57-57.97 Applied mathematics. Qua... iterative thresholding parameter selection 0101 mathematics data-driven regularizati... …
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7

On an unsupervised method for parameter selection for the elastic net
Zeljko Kereta ; Valeriya Naumova
Mathematics in Engineering, Vol 4, Iss 6, Pp 1-36 (2022)

parameter selection elastic net regularizati... data-driven regularizati... iterative thresholding sub-gaussian vectors matrix concentration ine... …
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8

A Data-Driven Iteratively Regularized Landweber Iteration
Aspri A. ; Banert S. ; Oktem O. ; et al.
Numerical Functional Analysis and Optimization. 41:1190-1227

101028 Mathematical mode... Black box strategy expert and data driven r... Iteratively regularized... FOS: Mathematics 101028 Mathematische Mod... …
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9

Application of a mild data-driven technique to Lippmann–Schwinger inverse scattering in variable-exponent Lebesgue spaces for microwave imaging
Claudio Estatico ; Valentina Schenone ; Alessandro Fedeli ; et al.
Inverse Problems. 40:065007

0101 mathematics Banach-spaces data-driven regularizati... inverse scattering microwave imaging variable-exponent Lebesg... …
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10

Image Dehazing Based on Local and Non-Local Features
Qingliang Jiao ; Ming Liu ; Bu Ning ; et al.
Fractal and Fractional, Vol 6, Iss 262, p 262 (2022)

image dehazing fractional derivative local and non-local feat... data-driven regularizati... deep learning Thermodynamics …
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11

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12

Data driven regularization by projection
Aspri, Andrea ; Korolev, Yury ; Scherzer, Otmar

Paper data driven regularizati... variational regularizati... regularization by projec... inverse problems Gram–Schmidt orthogonali...
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13

Data driven regularization by projection
Aspri A. ; Korolev Y. ; Scherzer O. ; et al.

Data driven regularizati... Gram-Schmidt orthogonali... Inverse problem Regularization by projec... Variational regularizati... Settore MAT/05 - Analisi...
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14

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15

Latent class modeling using matrix covariates with application to identifying early placebo responders based on EEG signals
Bei Jiang ; Eva Petkova ; R. Todd Ogden ; et al.
Ann. Appl. Stat. 11, no. 3 (2017), 1513-1536

Candecomp/Parafac (CP) m... placebo effect 0101 mathematics data-driven regularizati... major depression 01 natural sciences …
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16

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17

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18

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19

Chapter 2 - Machine learning for image reconstruction
Hammernik, Kerstin ; Knoll, Florian
In Handbook of Medical Image Computing and Computer Assisted Intervention 2020:25-64

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20

Data-driven regularization parameter selection in dynamic MRI - data and codes for the experimental data test
Hanhela, Matti (10153932)

Evolutionary Biology Science Policy Plant Biology Biological Sciences not... Mathematical Sciences no... Information Systems not... …
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