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Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior


Mar 24, 2021
Mario González, Andrés Almansa, Pauline Tan

* arXiv admin note: substantial text overlap with arXiv:1911.06379 

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Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie


Mar 19, 2021
Rémi Laumont, Valentin de Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra


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Learning local regularization for variational image restoration


Feb 11, 2021
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis

* 12 pages, 5 figures 

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Multi-Task Learning of Height and Semantics from Aerial Images


Nov 18, 2019
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa

* Published IEEE Geoscience and Remote Sensing Letters. Code https://github.com/marcelampc/mtl_aerial_images 

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Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior


Nov 14, 2019
Mario González, Andrés Almansa, Mauricio Delbracio, Pablo Musé, Pauline Tan


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Processsing Simple Geometric Attributes with Autoencoders


Apr 15, 2019
Alasdair Newson, Andrés Almansa, Yann Gousseau, Saïd Ladjal


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Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks?


Sep 06, 2018
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat

* 3DRW Workshop ECCV 2018. Code: https://github.com/marcelampc/d3net_depth_estimation 

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A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging


Jun 10, 2017
Cecilia Aguerrebere, Andrés Almansa, Julie Delon, Yann Gousseau, Pablo Musé

* Some figures are reduced to comply with arxiv's size constraints. Full size images are available as HAL technical report hal-01107519v5, IEEE Transactions on Computational Imaging, 2017 

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Video Inpainting of Complex Scenes


Jun 08, 2015
Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Pérez

* SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2014, 7 (4), pp.1993-2019 

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On the Role of Contrast and Regularity in Perceptual Boundary Saliency


Oct 13, 2012
Mariano Tepper, Pablo Musé, Andrés Almansa


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Meaningful Matches in Stereovision


Dec 06, 2011
Neus Sabater, Andrés Almansa, Jean-Michel Morel

* IEEE Transactions on Pattern Analysis and Machine Intelligence 99, Preprints (2011) 1-12 

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Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm


Jul 19, 2011
Mariano Tepper, Pablo Musé, Andrés Almansa


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