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  2. Plumerault, Antoine [Author] ; université Paris-Saclay [Contributor]; Hudelot, Céline [Contributor]; Le Borgne, Hervé [Contributor]

    Controlling image generative models without supervision ; Contrôle des modèles de génération d'image sans supervision

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    theses.fr, 2023-10-20

  3. Droniou, Alain [Author] ; Paris 6 [Contributor]; Sigaud, Olivier [Contributor]

    Apprentissage de représentations et robotique développementale : quelques apports de l'apprentissage profond pour la robotique autonome ; Representation learning and developmental robotics : on the use of deep learning for autonomous robots

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    theses.fr, 2015-03-09

  4. Sahasrabudhe, Mihir [Author] ; université Paris-Saclay [Contributor]; Paragios, Nikos [Contributor]

    Unsupervised and weakly supervised deep learning methods for computer vision and medical imaging ; Méthodes non-supervisées et faiblement supervisées d'apprentissage profond pour la vision par ordinateur et l'imagerie médicale

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    theses.fr, 2020-03-06

  5. Schreuder, Nicolas [Author] ; Institut polytechnique de Paris [Contributor]; Dalalyan, Arnak S. [Contributor]; Brunel, Victor Emmanuel [Contributor]

    A study of some trade-offs in statistical learning : online learning, generative models and fairness ; Des compromis en apprentissage statistique : apprentissage en ligne, modèles génératifs et équité

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    theses.fr, 2021-10-05

  7. Le Lan, Gaël [Author] ; Le Mans [Contributor]; Meignier, Sylvain [Contributor]; Larcher, Anthony [Contributor]; Charlet, Delphine [Contributor]

    Analyse en locuteurs de collections de documents multimédia ; Speaker analysis of multimedia data collections

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    theses.fr, 2017-10-06

  8. Guillon, Louise [Author] ; université Paris-Saclay [Contributor]; Mangin, Jean-François [Contributor]; Rivière, Denis [Contributor]

    Rare cortical folding patterns detection based on an unsupervised deep learning approach ; Détection de motifs rares de plissement cortical par une approche de deep learning non supervisée

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    theses.fr, 2023-04-07

  9. Tarbouriech, Jean [Author] ; Université de Lille (2022-.) [Contributor]; Preux, Philippe [Contributor]; Lazaric, Alessandro [Contributor]

    Goal-oriented exploration for reinforcement learning ; Exploration d’états buts pour l’apprentissage par renforcement

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    theses.fr, 2022-07-06

  10. Caron, Mathilde [Author] ; Université Grenoble Alpes [Contributor]; Mairal, Julien [Contributor]

    Apprentissage auto-supervisé de représentations visuelles avec des réseaux de neurones profonds ; Self-supervised learning of deep visual representations

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    theses.fr, 2021-12-09

  11. Attaoui, Mohammed Oualid [Author] ; Paris 13 [Contributor]; Ecole Nationale Supérieure d'Informatique (ESI) - Alger [Contributor]; Lebbah, Mustapha [Contributor]; Keskes, Nabil [Contributor]

    Vers de nouvelles méthodes de clustering de flux de données ; Towards new methods of clustering data stream

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    theses.fr, 2021-06-30

  12. Leblanc, Brice [Author] ; Reims [Contributor]; Fouchal, Hacene [Contributor]; Runz, Cyril de [Contributor]

    Analyse non supervisée de données issues de Systèmes de Transport Intelligent-Coopératif ; Unsupervised analysis of Cooperative-Intelligent Transport Systems data

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    theses.fr, 2020-07-08

  14. Shah, Shivani [Author] ; Tours [Contributor]; Venturini, Gilles [Contributor]

    Graph sparsification and unsupervised machine learning for metagenomic binning ; Sparsification de graphes et apprentissage automatique non supervisé pour la metagénomique

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    theses.fr, 2019-03-20

  15. Lefort, Mathieu [Author] ; Université de Lorraine [Contributor]; Girau, Bernard [Contributor]

    Apprentissage spatial de corrélations multimodales par des mécanismes d'inspiration corticale ; Spatial learning of multimodal correlations in a cortically inspired way

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    theses.fr, 2012-07-04

  18. Lohani, Devashish [Author] ; Lyon 2 [Contributor]; Tougne, Laure [Contributor]

    Unsupervised deep learning for spatio-temporal representations of videos : application to video surveillance ; Apprentissage profond non supervisé pour les représentations spatio-temporelles de vidéos : application à la vidéosurveillance

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    theses.fr, 2023-04-03

  19. Oquab, Maxime [Author] ; Paris Sciences et Lettres (ComUE) [Contributor]; Laptev, Ivan [Contributor]; Sivic, Josef [Contributor]; Bottou, Léon [Contributor]

    Convolutional neural networks : towards less supervision for visual recognition ; Réseaux de neurones à convolution : vers moins de supervision pour la reconnaissance visuelle

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    theses.fr, 2018-01-26

  20. Felhi, Ghazi [Author] ; Paris 13 [Contributor]; Nazarenko, Adeline [Contributor]; Le Roux, Joseph [Contributor]; Seddah, Djamé [Contributor]

    Interpretable sentence representation with variational autoencoders and attention ; Représentations de phrases interprétables avec autoencodeurs variationnels et attention

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    theses.fr, 2023-01-26