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Cartoon+ texture image decomposition by the TV-L1 model
Vincent Le Guen
Article dans une revue
hal-03041129v1
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Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction
Vincent Le Guen
,
Clément Rambour
,
Nicolas Thome
Communication dans un congrès
hal-03717740v1
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Deep learning for spatio-temporal forecasting - application to solar energy
Vincent Le Guen
Thèse
tel-03590356v3
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Synthèse des résultats du prototype V01 (1ère génération)
Gabriel Vasile
,
Teodor Petrut
,
Pascal Bellemain
,
Gelu Ionescu
,
Steeve Zozor
,
et al.
[Rapport de recherche] GIPSA-LAB; FEDER progress report. 2018
Rapport
hal-01935359v1
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Augmenting physical models with deep networks for complex dynamics forecasting
Yuan Yin
,
Vincent Le Guen
,
Jérémie Dona
,
Ibrahim Ayed
,
Emmanuel de Bézenac
,
et al.
Ninth International Conference on Learning Representations ICLR 2021, 2021, Vienna (virtual), Austria
Communication dans un congrès
hal-03137025v1
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Augmenting physical models with deep networks for complex dynamics forecasting
Yuan Yin
,
Vincent Le Guen
,
Jérémie Donà
,
Emmanuel de Bézenac
,
Ibrahim Ayed
,
et al.
Article dans une revue
hal-03508401v2
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Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity
Vincent Le Guen
,
Nicolas Thome
NeurIPS 2020, Dec 2020, Vancouver, Canada
Communication dans un congrès
hal-02992358v1
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Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models
Vincent Le Guen
,
Nicolas Thome
Advances in Neural Information Processing Systems 32 (NeurIPS 2019), Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02291601v1
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A non-homogeneous model for kriging dosimetric data
Christian Lajaunie
,
Didier Renard
,
Alexis Quentin
,
Vincent Le Guen
,
Yvan Caffari
Article dans une revue
hal-03041125v1
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Prévision de l’irradiance solaire par réseaux de neurones profonds à l’aide de caméras au sol
Vincent Le Guen
,
Nicolas Thome
GRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02948131v1
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Deep Time Series Forecasting with Shape and Temporal Criteria
Vincent Le Guen
,
Nicolas Thome
Article dans une revue
hal-03588390v1
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Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction
Vincent Le Guen
,
Nicolas Thome
Communication dans un congrès
hal-02947331v1
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A Deep Physical Model for Solar Irradiance Forecasting with Fisheye Images
Vincent Le Guen
,
Nicolas Thome
Communication dans un congrès
hal-02947332v1
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