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Vincent Le-Guen
Vincent Le-Guen
CNAM / EDF
Verified email at edf.fr - Homepage
Title
Cited by
Cited by
Year
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction
V Le-Guen, N Thome
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
822020
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models
V Le-Guen, N Thome
Neural Information Processing Systems (NeurIPS) 2019, 2019
722019
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
V Le-Guen, Y Yin, J Dona, I Ayed, E de Bézenac, N Thome, P Gallinari
arXiv preprint arXiv:2010.04456, 2020
37*2020
Cartoon+ texture image decomposition by the TV-L1 model
V Le-Guen
Image Processing On Line 4, 204-219, 2014
302014
Probabilistic time series forecasting with shape and temporal diversity
V Le Guen, N Thome
Advances in Neural Information Processing Systems 33, 4427-4440, 2020
11*2020
A Deep Physical Model for Solar Irradiance Forecasting With Fisheye Images
V Le-Guen, N Thome
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
102020
A non-homogeneous model for kriging dosimetric data
C Lajaunie, D Renard, A Quentin, V Le-Guen, Y Caffari
Mathematical Geosciences, 1-17, 2019
42019
Numerical model to extract materials properties map from spectrally resolved luminescence images
N Paul, V Le-Guen, D Ory, L Lombez
2017 IEEE 44th Photovoltaic Specialist Conference (PVSC), 70-74, 2017
42017
Deep Time Series Forecasting with Shape and Temporal Criteria
V Le-Guen, N Thome
IEEE Transaction on Pattern Analysis and Machine Intelligence, 2021
12021
A Scanning Electron Microscope image segmentation method for steam generator fouling rate estimation
V Le-Guen, N Paul
2014 IEEE International Conference on Image Processing (ICIP), 4447-4451, 2014
12014
Prévision de l’irradiance solaire par réseaux de neurones profonds à l’aide de caméras au sol
V LE-GUEN, N THOME
Déconvolution d’images hyperspectrales de luminescence pour la caractérisation des cellules photovoltaïques
V LE-GUEN, N PAUL, D ORY, L LOMBEZ
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Articles 1–12