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  3. Ismail Fawaz, Hassan [Author] ; Mulhouse [Contributor]; Muller, Pierre-Alain [Contributor]; Idoumghar, Lhassane [Contributor]; Forestier, Germain [Contributor]

    Apprentissage profond pour la classification des séries temporelles ; Deep learning for time series classification

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    theses.fr, 2020-09-21

  4. Abreu, Arnaud [Author] ; Strasbourg [Contributor]; Wemmert, Cédric [Contributor]; Brousset, Pierre [Contributor]

    Réseaux neuronaux convolutifs profonds et représentations hiérarchiques : applications et perspectives pour la pathologie numérique ; Deep convolutional neural networks and hierarchical representations : applications and perspectives for digital pathology

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    theses.fr, 2020-10-01

  5. Rakhshani, Hojjat [Author] ; Mulhouse [Contributor]; Idoumghar, Lhassane [Contributor]; Lepagnot, Julien [Contributor]; Brévilliers, Mathieu [Contributor]

    Les interactions entre le machine learning et la métaheuristique ; The interplay of machine learning and metaheuristics

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    theses.fr, 2020-06-18

  7. Ramzi, Zaccharie [Author] ; université Paris-Saclay [Contributor]; Ciuciu, Philippe [Contributor]; Starck, Jean-Luc [Contributor]

    Advanced deep neural networks for MRI image reconstruction from highly undersampled data in challenging acquisition settings ; Réseaux de neurones profonds avancés pour la reconstruction d'images IRM à partir de données fortement sous-échantillonnées dans des contextes d'acquisition complexes

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    theses.fr, 2022-02-18

  8. Aderghal, Karim [Author] ; Bordeaux [Contributor]; Université Ibn Zohr (Agadir) [Contributor]; Benois Pineau, Jenny [Contributor]; Afdel, Karim [Contributor]

    Classification of multimodal MRI images using Deep Learning : Application to the diagnosis of Alzheimer’s disease. ; Classification des images IRM multimodales par l’apprentissage profond : Application au diagnostique de la maladie d’Alzheimer

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    theses.fr, 2021-02-26

  9. García Henao, John Anderson [Author] ; Université Côte d'Azur [Contributor]; Riveill, Michel [Contributor]; Staccini, Pascal [Contributor]

    L'intelligence artificielle verte pour automatiser le diagnostic médical avec une faible consommation d'énergie ; Green artificial intelligence to automate medical diagnosis with low energy consumption

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    theses.fr, 2021-01-06

  10. Ran, Peipei [Author] ; université Paris-Saclay [Contributor]; Lesselier, Dominique [Contributor]

    Imaging and diagnostic of sub-wavelength micro-structures, from closed-form algorithms to deep learning ; Imagerie et diagnostic de micro-structures sous-longueur d’onde, d’approches semi-analytiques à l’apprentissage profond

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    theses.fr, 2020-12-15

  13. Jurado, Xavier [Author] ; Strasbourg [Contributor]; Wemmert, Cédric [Contributor]; Vazquez, José [Contributor]

    Atmospheric pollutant dispersion estimation at the scale of the neighborhood using sensors, numerical and deep learning models ; Estimation de la dispersion des polluants atmosphériques à l'échelle du quartier à l'aide de capteurs, des modèles numériques et d'apprentissage profond

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    theses.fr, 2021-12-17

  14. Allenet, Thibault [Author] ; Université de Rennes (2023-.) [Contributor]; Sentieys, Olivier [Contributor]; Bichler, Olivier [Contributor]

    Quantization and adversarial robustness of embedded deep neural networks ; Quantification et robustesse aux attaques adverses d’algorithmes neuronaux profonds embarqués

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    theses.fr, 2023-03-24

  15. De Bie, Gwendoline [Author] ; Université Paris sciences et lettres [Contributor]; Peyré, Gabriel [Contributor]; Cuturi, Marco [Contributor]

    Machine learning over spaces of measures : invariant deep networks and quantile regression ; Apprentissage sur l’espace des mesures : réseaux profonds invariants et régression de quantile

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    theses.fr, 2020-11-30

  16. Araujo, Alexandre [Author] ; Université Paris sciences et lettres [Contributor]; Atif, Jamal [Contributor]

    Building Compact and Robust Deep Neural Networks with Toeplitz Matrices ; Construire des réseaux neuronaux profonds compacts et robustes avec des matrices Toeplitz

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    theses.fr, 2021-06-01

  18. Daou, Andrea [Author] ; Normandie [Contributor]; Honeine, Paul [Contributor]; Bensrhair, Abdelaziz [Contributor]

    Real-time Indoor Localization with Embedded Computer Vision and Deep Learning ; Localisation temps réel en intérieur par vision embarquée et apprentissage profond

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    theses.fr, 2024-02-14

  19. Akhmetshin, Tagir [Author] ; Strasbourg [Contributor]; Kazanskij gosudarstvennyj universitet im. V. I. Ulʹânova (Kazanʹ) [Contributor]; Varnek, Alexandre [Contributor]; Madzhidov, Timur [Contributor]

    Réseaux neuronaux à base de graphes pour la génération de structures moléculaires synthétiquement accessibles ; Graph-based neural networks for generation of synthetically accessible molecular structures

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    theses.fr, 2023-03-17

  20. El Haber, George [Author] ; Université Paris sciences et lettres [Contributor]; Hachem, Elie [Contributor]; Ryckelynck, David [Contributor]

    Applied Deep Learning for the Prediction of Fluid Flows and Multiphysics Modeling ; Application de l'Apprentissage Profond à la Prédiction et à la Modélisation des Écoulements de Fluides Multiphysiques

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    theses.fr, 2023-12-11