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Multiview Variational Graph Autoencoders for Canonical Correlation Analysis

Oct 30, 2020
Yacouba Kaloga, Pierre Borgnat, Sundeep Prabhakar Chepuri, Patrice Abry, Amaury Habrard

* 4 pages, 3 figures, submitted 

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Automated data-driven selection of the hyperparameters for Total-Variation based texture segmentation

May 12, 2020
Barbara Pascal, Samuel Vaiter, Nelly Pustelnik, Patrice Abry

* Submitted to SIAM Imaging Science 

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$L^γ$-PageRank for Semi-Supervised Learning

Mar 11, 2019
Esteban Bautista, Patrice Abry, Paulo Gonçalves

* Submitted to Applied Network Science (special issue on machine learning with graphs) 

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Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising

Feb 27, 2017
Jordan Frecon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry


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On-the-fly Approximation of Multivariate Total Variation Minimization

Aug 28, 2016
Jordan Frecon, Nelly Pustelnik, Patrice Abry, Laurent Condat


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Combining local regularity estimation and total variation optimization for scale-free texture segmentation

Jun 24, 2016
Nelly Pustelnik, Herwig Wendt, Patrice Abry, Nicolas Dobigeon


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Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation

Apr 09, 2015
Sébastien Combrexelle, Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry

* IEEE T. Image Proces., vol. 24, no. 8, pp. 2540-2551, Aug. 2015 

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