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Picture for Yann Gousseau

A Latent Transformer for Disentangled and Identity-Preserving Face Editing


Jun 22, 2021
Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier


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An analysis of the transfer learning of convolutional neural networks for artistic images


Nov 05, 2020
Nicolas Gonthier, Yann Gousseau, Saïd Ladjal


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Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts


Sep 12, 2020
Nicolas Gonthier, Saïd Ladjal, Yann Gousseau

* 31 pages, 11 figures 

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High resolution neural texture synthesis with long range constraints


Aug 04, 2020
Nicolas Gonthier, Yann Gousseau, Saïd Ladjal

* 25 pages, 18 figures. LOW RESOLUTION PDF: Images may show compression artifacts 

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High Resolution Face Age Editing


May 09, 2020
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier


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Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection


Apr 17, 2019
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

* Accepted at CVPR 2019 Workshops 

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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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Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks


Oct 19, 2018
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

* To appear inProc. IGARSS 2018, July 22-27, 2018, Valencia, Spain 

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High Resolution Semantic Change Detection


Oct 19, 2018
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

* Preprint submitted to Computer Vision and Image Understanding 

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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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Texture Synthesis Through Convolutional Neural Networks and Spectrum Constraints


May 19, 2016
Gang Liu, Yann Gousseau, Gui-Song Xia


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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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