Jonathan Weber
Publications
Publications
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Deep Representation Learning for Cluster-Level Time Series ForecastingInternational Conference on Time Series and Forecasting (ITISE), Jun 2022, Gran Canaria, Spain. pp.22, ⟨10.3390/engproc2022018022⟩ |
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Ensemble clustering for histopathological images segmentation using convolutional autoencodersInternational Conference on Computer Vision Theory and Applications (VISAPP), Feb 2022, En ligne, France. pp.933-940, ⟨10.5220/0010835300003124⟩ |
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Détection en temps réel des glomérules en pathologie rénaleORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France |
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Grad Centroid Activation Mapping for Convolutional Neural NetworksIEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2021, Washington (virtual), United States. ⟨10.1109/ICTAI52525.2021.00033⟩ |
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Classification ensembliste de vidéos de mouvements de fouleORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France |
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Auto-encodeur multi-tâches pour le calcul de moyennes de séries temporellesAtelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2021, Montpellier, France |
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Segmentation non-supervisée d'images histopathologiques à l'aide d'auto-encodeurs et d'ensemble clusteringAtelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2021, Montpellier, France |
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Time Series Averaging Using Multi-Tasking AutoencoderIEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2020, Baltimore, MD, United States. pp.1065-1072, ⟨10.1109/ictai50040.2020.00163⟩ |
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Real-Time Detection of Glomeruli in Renal PathologyIEEE International Symposium on Computer-Based Medical Systems (CBMS), Jul 2020, Rochester (on line), United States. pp.350-355, ⟨10.1109/cbms49503.2020.00072⟩ |
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Neural Architecture Search for Time Series ClassificationInternational Joint Conference on Neural Networks (IJCNN), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/IJCNN48605.2020.9206721⟩ |
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Transfer learning for the classification of video-recorded crowd movementsInternational Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2019, Dubrovnik, Croatia. pp.271-276, ⟨10.1109/ISPA.2019.8868704⟩ |
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Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduelsJournées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2019, Metz, France. pp.375-376 |
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Deep Learning for Histopathological Image AnalysisMourad Elloumi. Deep Learning for Biomedical Data Analysis. Techniques, Approaches, and Applications, Springer, pp.153-169, 2021, 978-3-030-71675-2. ⟨10.1007/978-3-030-71676-9_7⟩ |
La communication numérique, du code à l'informationL'Harmattan, 2017 |