Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple
parameter selection

Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection

6 May 2014

Charles-Alban Deledalle

Papers citing "Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection"

17 / 17 papers shown

Title
MARS: Meta-Learning as Score Matching in the Function Space Krunoslav Lehman Pavasovic Jonas Rothfuss Andreas Krause BDL 23 4 0 24 Oct 2022
Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning Christian Raymond Qi Chen Bing Xue Mengjie Zhang FedML 27 11 0 19 Sep 2022
Fixed-Point Automatic Differentiation of Forward--Backward Splitting Algorithms for Partly Smooth Functions Sheheryar Mehmood Peter Ochs 33 3 0 05 Aug 2022
Automatic differentiation of nonsmooth iterative algorithms Jérôme Bolte Edouard Pauwels Samuel Vaiter 15 21 0 31 May 2022
Alternative design of DeepPDNet in the context of image restoration Mingyuan Jiu N. Pustelnik 25 2 0 20 Feb 2022
Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation D. Yao S. Mclaughlin Y. Altmann 11 6 0 04 Oct 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 43 221 0 27 Jan 2021
An off-the-grid approach to multi-compartment magnetic resonance fingerprinting Mohammad Golbabaee C. Poon 6 4 0 23 Nov 2020
Automated data-driven selection of the hyperparameters for Total-Variation based texture segmentation Barbara Pascal Samuel Vaiter N. Pustelnik P. Abry 24 18 0 20 Apr 2020
Deep Learning for space-variant deconvolution in galaxy surveys F. Sureau Alexis Lechat Jean-Luc Starck 3DPC 17 21 0 01 Nov 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images Magauiya Zhussip Shakarim Soltanayev S. Chun OOD 10 3 0 07 Feb 2019
Deep Unfolding of a Proximal Interior Point Method for Image Restoration Carla Bertocchi Émilie Chouzenoux M. Corbineau J. Pesquet M. Prato 16 107 0 11 Dec 2018
Hyperparameter optimization with approximate gradient Fabian Pedregosa 17 441 0 07 Feb 2016
On debiasing restoration algorithms: applications to total-variation and nonlocal-means Charles-Alban Deledalle Nicolas Papadakis Joseph Salmon 35 22 0 05 Mar 2015
The Degrees of Freedom of Partly Smooth Regularizers Samuel Vaiter Charles-Alban Deledalle M. Fadili Gabriel Peyré C. Dossal 89 49 0 22 Apr 2014
The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods Raja Giryes Michael Elad Yonina C. Eldar 87 129 0 21 Mar 2010
A SURE Approach for Digital Signal/Image Deconvolution Problems J. Pesquet A. Benazza-Benyahia C. Chaux 81 91 0 27 Oct 2008