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Sébastien Lefèvre
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Documents
Identifiants chercheurs
- sebastien-lefevre
- 0000-0002-2384-8202
- IdRef : 113437773
Présentation
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Energy-based Models in Earth Observation: from Generation to Semi-supervised LearningIEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5613211. ⟨10.1109/TGRS.2021.3126428⟩
Article dans une revue
hal-03379500v1
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Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance suite, dataset analysis and multi-task network studyMachine Learning, 2022, 111, pp.3125-3160. ⟨10.1007/s10994-020-05943-y⟩
Article dans une revue
hal-03132924v1
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Distance transform regression for spatially-aware deep semantic segmentationComputer Vision and Image Understanding, 2019, 189, pp.102809. ⟨10.1016/j.cviu.2019.102809⟩
Article dans une revue
hal-02277621v1
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Energy-based Models for Earth Observation ApplicationsORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Communication dans un congrès
hal-03339646v1
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Energy-Based Models for Earth Observation ApplicationsICLR Workshop on Energy Based Models, 2021, Virtual, France
Communication dans un congrès
hal-03354935v1
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Classification and Generation of Earth Observation Images using a Joint Energy-Based ModelIGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, France
Communication dans un congrès
hal-03379992v1
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On Auxiliary Losses for Semi-Supervised Semantic SegmentationECML PKDD 2020: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, GHENT, Belgium
Communication dans un congrès
hal-03206301v1
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What Data are needed for Semantic Segmentation in Earth Observation?2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8809071⟩
Communication dans un congrès
hal-02343915v2
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Réseaux de neurones semi-supervisés pour la segmentation sémantique en télédétectionColloque GRETSI sur le Traitement du Signal et des Images, 2019, Lille, France
Communication dans un congrès
hal-02343961v1
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Segmentation sémantique profonde par régression sur cartes de distances signées Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France
Communication dans un congrès
hal-01809991v1
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Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmarkIGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.1-4, ⟨10.1109/IGARSS.2018.8518525⟩
Communication dans un congrès
hal-01767807v1
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