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Mireille El Gheche
Mireille El Gheche
Senior Research Scientist at Sony AI, Zurich
Verified email at sony.com - Homepage
Title
Cited by
Cited by
Year
GOT: an optimal transport framework for graph comparison
H Petric Maretic, M El Gheche, G Chierchia, P Frossard
Advances in Neural Information Processing Systems 32, 2019
1012019
Multitemporal SAR image despeckling based on block-matching and collaborative filtering
G Chierchia, M El Gheche, G Scarpa, L Verdoliva
IEEE Transactions on Geoscience and Remote Sensing 55 (10), 5467-5480, 2017
682017
OrthoNet: multilayer network data clustering
M El Gheche, G Chierchia, P Frossard
IEEE Transactions on Signal and Information Processing over Networks 6, 152-162, 2020
232020
Wasserstein-based graph alignment
HP Maretic, M El Gheche, M Minder, G Chierchia, P Frossard
IEEE Transactions on Signal and Information Processing over Networks 8, 353-363, 2022
192022
Proximity operators of discrete information divergences
M El Gheche, G Chierchia, JC Pesquet
IEEE Transactions on Information Theory 64 (2), 1092-1104, 2017
192017
Texture reconstruction guided by a high-resolution patch
M El Gheche, JF Aujol, Y Berthoumieu, CA Deledalle
IEEE Transactions on Image Processing 26 (2), 549-560, 2016
182016
Joint graph-based depth refinement and normal estimation
M Rossi, ME Gheche, A Kuhn, P Frossard
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
172020
Image zoom completion
M Hidane, M El Gheche, JF Aujol, Y Berthoumieu, CA Deledalle
IEEE Transactions on Image Processing 25 (8), 3505-3517, 2016
122016
A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation
C Chaux, M El-Gheche, J Farah, JC Pesquet, B Pesquet-Popescu
Journal of mathematical imaging and vision 47, 167-178, 2013
112013
FGOT: Graph distances based on filters and optimal transport
HP Maretic, M El Gheche, G Chierchia, P Frossard
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7710-7718, 2022
82022
CDOT: Continuous domain adaptation using optimal transport
G Ortiz-Jimenez, ME Gheche, E Simou, HP Maretic, P Frossard
arXiv preprint arXiv:1909.11448, 2019
82019
A nonsmooth graph-based approach to light field super-resolution
M Rossi, M El Gheche, P Frossard
2018 25th IEEE International Conference on Image Processing (ICIP), 2590-2594, 2018
72018
Stochastic gradient descent for spectral embedding with implicit orthogonality constraint
M El Gheche, G Chierchia, P Frossard
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
62019
Cdot: Continuous domain adaptation using optimal transport
GO Jimenez, M El Gheche, E Simou, HP Maretic, P Frossard
arXiv preprint arXiv:1909.11448 2, 2019
62019
Graph heat mixture model learning
HP Maretic, M El Gheche, P Frossard
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1003-1007, 2018
62018
Proximal methods for convex minimization of Phi-divergences: application to computer vision.
M El Gheche
Paris Est, 2014
62014
A proximal approach for optimization problems involving kullback divergences
M El Gheche, JC Pesquet, J Farah
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
62013
Proximal splitting methods for depth estimation
M El Gheche, JC Pesquet, J Farah, M Kaaniche, B Pesquet-Popescu
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
52011
Forward-backward splitting for optimal transport based problems
G Ortiz-Jiménez, M El Gheche, E Simou, HP Maretić, P Frossard
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
42020
Multilayer clustered graph learning
ME Gheche, P Frossard
arXiv preprint arXiv:2010.15456, 2020
32020
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