Céline Hudelot

Publications :

  • Communication dans un congrès - 57 documents
    • Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Isabelle Barbet, Caroline Huron. Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case, 2023-09-20. (https://hal.science/hal-04221023)
    • Léa Pacini, Jérôme Dupire, Isabelle Barbet, Olivier Pons, Camille Guinaudeau, Vincent Mousseau, Céline Hudelot, Caroline Huron. Textbook's accessibility for children with dyspraxia and visual disability, 2023-08-28. (https://hal.science/hal-04410340)
    • Elise Lincker, Olivier Pons, Camille Guinaudeau, Isabelle Barbet, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Caroline Huron. Layout- and Activity-based Textbook Modeling for Automatic PDF Textbook Extraction, 2023-07-03. (https://hal.science/hal-04184895)
    • Johanna Ott, Arthur Ledaguenel, Céline Hudelot, Mattis Hartwig. How to Think About Benchmarking Neurosymbolic AI?, 2023-07-03. (https://hal.science/hal-04136556)
    • Elise Lincker, Camille Guinaudeau, Olivier Pons, Isabelle Barbet, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Caroline Huron. Classification automatique de données déséquilibrées et bruitées : application aux exercices de manuels scolaires, 2023-06-05. (https://hal.science/hal-04130220)
    • Olivier Pons, Isabelle Barbet, Jérôme Dupire, Valérie Grembi, Camille Guinaudeau, Céline Hudelot, Caroline Huron, Elise Lincker, Vincent Mousseau, Léa Pacini. Projet ANR MALIN : MAnuels scoLaires INclusifs, 2023. (https://hal.science/hal-04208594)
    • Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Céline Hudelot, Ismail Ben Ayed. Open-Set Likelihood Maximization for Few-Shot Learning, 2023. (https://hal.science/hal-04327201)
    • Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Victor Storchan, Myriam Tami, Ismail Ben Ayed, Céline Hudelot, Pablo Piantanida. Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models, 2023. (https://hal.science/hal-04327170)
    • Thomas Cordier, Victor Bouvier, Gilles Hénaff, Céline Hudelot. Test-Time Adaptation with Principal Component Analysis, 2022-09-19. (https://hal.science/hal-03773370)
    • Victor Pellegrain, Myriam Tami, Michel Batteux, Céline Hudelot. Apprentissage multimodal pour le diagnostic de fautes sur données séquentielles non alignées et arbitrairement longues, 2022-06-27. (https://hal.science/hal-03814823)
    • Jun Zhu, Gautier Viaud, Céline Hudelot. Improving Next-Application Prediction with Deep Personalized-Attention Neural Network, 2021-12-13. (https://universite-paris-saclay.hal.science/hal-03420596)
    • Antoine Plumerault, Hervé Le Borgne, Céline Hudelot. AVAE: Adversarial variational auto encoder, 2021-01-10. (https://hal.science/hal-04314595)
    • Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot. Stochastic Adversarial Gradient Embedding for Active Domain Adaptation, 2021. (https://hal.science/hal-04327253)
    • Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, Céline Hudelot. Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift, 2021. (https://hal.science/hal-04327278)
    • Yassine Ouali, Céline Hudelot, Myriam Tami. Spatial Contrastive Learning for Few-Shot Classification, 2021. (https://hal.science/hal-04327293)
    • Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot. Robust Domain Adaptation: Representations, Weights and Inductive Bias, 2020-09-14. (https://hal.science/hal-03050623v2)
    • Yassine Ouali, Céline Hudelot, Myriam Tami. Autoregressive Unsupervised Image Segmentation, 2020-08-23. (https://hal.science/hal-03050599)
    • Yassine Ouali, Céline Hudelot, Myriam Tami. Semi-Supervised Semantic Segmentation with Cross-Consistency Training, 2020-06-14. (https://hal.science/hal-03049937)
    • Antoine Plumerault, Hervé Le Borgne, Céline Hudelot. Controlling generative models with continuous factors of variations, 2020-04-27. (https://hal.science/hal-04314572)
    • Régis Pierrard, Laurent Cabaret, Jean-Philippe Poli, Céline Hudelot. SIMD-based Exact Parallel Fuzzy Dilation Operator for Fast Computing of Fuzzy Spatial Relations, 2020-02-22. (https://hal.science/hal-02517053)
    • Béatrice Mazoyer, Nicolas Hervé, Céline Hudelot, Julia Cage. Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais, 2020-01-27. (https://centralesupelec.hal.science/hal-02432990)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. A New Approach for Explainable Multiple Organ Annotation with Few Data, 2019-08-11. (https://hal.science/hal-02418480)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. Apprentissage de relations floues pour l’annotation sémantique expliquée avec peu de données, 2019-07-02. (https://hal.science/hal-02160290)
    • Béatrice Mazoyer, Nicolas Hervé, Céline Hudelot, Julia Cage. Réduire les biais dans la collecte de tweets, 2019-06-28. (https://centralesupelec.hal.science/hal-02339757)
    • Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot. Learning finer-class networks for universal representations, 2018-09-03. (https://hal.science/hal-04315371)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. Learning Fuzzy Relations and Properties for Explainable Artificial Intelligence, 2018-07-08. (https://hal.science/hal-02425453)
    • Béatrice Mazoyer, Julia Cage, Céline Hudelot, Marie-Luce Viaud. Real-time collection of reliable and representative tweets datasets related to news events, 2018-03-26. (https://centralesupelec.hal.science/hal-02321957)
    • Y. Tamaazousti, Hervé Le Borgne, Céline Hudelot. MuCaLe-Net: Multi categorical-Level networks to generate more discriminating features, 2017-07-21. (https://cea.hal.science/cea-01841669)
    • Y. Tamaazousti, Hervé Le Borgne, Céline Hudelot. Diverse concept-level features for multi-object classification, 2016-06-06. (https://cea.hal.science/cea-01813723)
    • Jamal Atif, Isabelle Bloch, Céline Hudelot. Quelques liens entre la morphologie mathématique et l'analyse formelle de concepts, 2015-11. (https://telecom-paris.hal.science/hal-02287159)
    • Céline Hudelot, Jamal Atif, Isabelle Bloch. ALC(F) A New Description Logic for Spatial Reasoning in Images, 2014-09-06. (https://hal.science/hal-02404394)
    • Konstantin Todorov, Céline Hudelot, Peter Geibel. Fuzzy and Cross-Lingual Ontology Matching Mediated by Background Knowledge, 2013-10-21. (https://hal.science/hal-01987772)
    • Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot. A fuzzy extension of explanatory relations based on mathematical morphology, 2013-09-11. (https://hal.science/hal-00862605)
    • Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot. Mathematical morphology operators over concept lattices, 2013-05-21. (https://hal.science/hal-00862621)
    • Amel Znaidia, Hervé Le Borgne, Céline Hudelot. Tag completion based on belief theory and neighbor voting, 2013. (https://hal.science/hal-00824600)
    • Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot, Nikos Paragios. Bag-of-multimedia-words for image classification, 2012-11. (https://hal.science/hal-00825187)
    • Amel Znaidia, Hervé Le Borgne, Céline Hudelot, Adrian Popescu. Prise en compte de l'imperfection des tags pour la classification sémantique d'images, 2012-01-24. (https://hal.science/hal-00656498)
    • Konstantin Todorov, Peter Geibel, Céline Hudelot. Construction d'une ontologie commune par alignement flou d'ontologies d'un domaine, 2012-01-24. (https://hal.science/hal-00656491)
    • Hichem Bannour, Céline Hudelot. Combinaison d'information visuelle, conceptuelle, et contextuelle pour la construction automatique de hiérarchies sémantiques adaptées à l'annotation d'images, 2012-01-24. (https://hal.science/hal-00656489)
    • Hichem Bannour, Céline Hudelot. Building Semantic Hierarchies Faithful to Image Semantics, 2012-01-04. (https://centralesupelec.hal.science/hal-00740144)
    • Amel Znaidia, Hervé Le Borgne, Céline Hudelot. Belief Theory for Large-Scale Multi-label Image Classification, 2012. (https://hal.science/hal-00825193)
    • Adrien Maglo, Clement Courbet, Pierre Alliez, Céline Hudelot. Progressive compression of manifold polygon meshes, 2012. (https://hal.science/hal-00824613)
    • Amel Znaidia, Aymen Shabou, Adrian Popescu, Hervé Le Borgne, Céline Hudelot. Multimodal feature generation framework for semantic image classification, 2012. (https://hal.science/hal-00825190)
    • Hichem Bannour, Céline Hudelot. Hierarchical image annotation using semantic hierarchies, 2012. (https://hal.science/hal-00825214)
    • Jamal Atif, Céline Hudelot, Isabelle Bloch. Abduction in Description Logics using Formal Concept Analysis and Mathematical Morphology: Application to Image Interpretation, 2011. (https://hal.science/hal-00825219)
    • Jamal Atif, Céline Hudelot, Isabelle Bloch. Abduction dans les logiques de description : apport de l'analyse formelle de concepts et de la morphologie mathématique, 2011. (https://hal.science/hal-00825224)
    • Konstantin Todorov, Peter Geibel, Céline Hudelot. Building A Fuzzy Knowledge Body for Integrating Domain Ontologies, 2011. (https://hal.science/hal-00825242)
    • Konstantin Todorov, Peter Geibel, Céline Hudelot. A Framework for a Fuzzy Matching between Multiple Domain Ontologies, 2011. (https://hal.science/hal-00825235)
    • Hichem Bannour, Céline Hudelot. Towards Ontologies for Image Interpretation and Annotation, 2011. (https://hal.science/hal-00825255)
    • Adrien Maglo, Ian Grimstead, Céline Hudelot. Cluster-based Random Accessible and Progressive Lossless Compression of Colored Triangular Meshes for Interactive Visualization, 2011. (https://hal.science/hal-00825233)
    • Nicolas James, Konstantin Todorov, Céline Hudelot. Ontology matching for the semantic annotation of images, 2010. (https://hal.science/hal-00825265)
    • Nicolas James, Konstantin Todorov, Céline Hudelot. Combining Visual and Textual Modalities for Multimedia Ontology Matching, 2010. (https://hal.science/hal-00825258)
    • Adrien Maglo, Guillaume Lavoué, Céline Hudelot, Ho Lee, Christophe Mouton, Florent Dupont. Remote scientific visualization of progressive 3D meshes with X3D, 2010. (https://hal.science/hal-00825262)
    • Céline Hudelot, Jamal Atif, Isabelle Bloch. Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning, 2010. (https://hal.science/hal-00825254)
    • Nicolas James, Céline Hudelot. Towards Semantic Image Annotation With Keyword Disambiguation Using Semantic And Visual Knowledge, 2009. (https://hal.science/hal-00825269)
    • Clement Courbet, Céline Hudelot. Random Accessible Hierarchical Mesh Compression for Interactive Visualization, 2009. (https://hal.science/hal-00825268)
    • Céline Hudelot, Jamal Atif, Isabelle Bloch. Intégration de la morphologie mathématique floue dans une logique de description pour le raisonnement spatial, 2008. (https://hal.science/hal-00825274)
  • POSTER - 3 documents
    • Elise Lincker, Léa Pacini, Olivier Pons, Camille Guinaudeau, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Isabelle Barbet, Caroline Huron. MALIN : MAnuels scoLaires INclusifs, 2023-04-20. (https://hal.science/hal-04410349)
    • Mouhammed Achhab, Emmanuelle Baudry, Didier Clouteau, R El Mesri, Amélie Fau, Hugo Gabrielidis, Filippo Gatti, Fabrice Gatuingt, Pierre-Etienne Gautier, Cédric Giry, Céline Hudelot, Pierre Jehel, Fernando Lopez-Caballero, É Massoulié, Gianluca Quercini, Emmanuel Vazquez, Frédéric Ragueneau, Stéphane Vialle. MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire, 2023-02-09. (https://hal.science/hal-03999654)
    • Adrien Maglo, Guillaume Lavoué, Céline Hudelot, Ho Lee, Christophe Mouton, Florent Dupont. Visualisation scientifique distante de maillages 3D progressifs avec le format X3D, 2010-10-05. (https://hal.science/hal-01381561)
  • Article dans une revue - 20 documents
    • Jun Zhu, Céline Hudelot. Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning, 2022-06-01. (https://hal.science/hal-03690233)
    • Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot. A comparative study of calibration methods for imbalanced class incremental learning, 2021-02-16. (https://hal.science/hal-04342305)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. Spatial Relation Learning for Explainable Image Classification and Annotation in Critical Applications, 2020-12-02. (https://hal.science/hal-03418311)
    • Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed-El-Amine Seddik, Mohamed Tamaazousti. Learning more universal representations for transfer-learning, 2020-09-01. (https://hal.science/hal-04314530)
    • Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot. Belief revision, minimal change and relaxation: A general framework based on satisfaction systems, and applications to description logics, 2018. (https://hal.science/hal-01823450)
    • Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu, Etienne Gadeski, Alexandru Ginsca, Céline Hudelot. Vision-language integration using constrained local semantic features, 2017-10. (https://cea.hal.science/cea-01803830)
    • Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu, Etienne Gadeski, Alexandru Ginsca, Céline Hudelot. Descripteur sémantique local contraint basé sur un descripteur RNC diversifié, 2016. (https://centralesupelec.hal.science/hal-02517375)
    • Jamal Atif, Isabelle Bloch, Céline Hudelot. Some relationships between fuzzy sets, mathematical morphology, rough sets, F-transforms, and formal concept analysis, 2016. (https://hal.science/hal-01461477)
    • Adrien Maglo, Guillaume Lavoué, Florent Dupont, Céline Hudelot. 3D Mesh Compression: Survey, Comparisons, and Emerging Trends, 2015-04. (https://hal.science/hal-01174418)
    • Konstantin Todorov, Céline Hudelot, Adrian Popescu, Peter Geibel. Fuzzy ontology alignment using background knowledge, 2014. (https://hal-lirmm.ccsd.cnrs.fr/lirmm-01350553)
    • Jamal Atif, Céline Hudelot, Isabelle Bloch. Explanatory reasoning for image understanding using formal concept analysis and description logics, 2013-10. (https://hal.science/hal-00862563)
    • Adrien Maglo, Ian Grimstead, Céline Hudelot. POMAR: Compression of progressive oriented meshes accessible randomly, 2013-10. (https://hal.science/hal-02517200)
    • Hichem Bannour, Céline Hudelot. Construction de hiérarchies sémantiques pour l'annotation d'images, 2013-02-28. (https://centralesupelec.hal.science/hal-00812952)
    • Nicolas James, Céline Hudelot, Konstantin Todorov. Multimedia ontology matching by using visual and textual modalities, 2013. (https://hal.science/hal-00824573)
    • Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot. Codage des modèles de tags, 2013. (https://hal.science/hal-00824580)
    • Hichem Bannour, Céline Hudelot. Building and Using Fuzzy Multimedia Ontologies for Semantic Image Annotation, 2013. (https://hal.science/hal-00825169)
    • Adrien Maglo, Clement Courbet, Pierre Alliez, Céline Hudelot. Progressive Compression of Manifold Polygon Meshes, 2012-08-09. (https://inria.hal.science/hal-00758024)
    • Clement Courbet, Céline Hudelot. Taylor Prediction for Mesh Geometry Compression, 2011. (https://hal.science/hal-00824587)
    • Céline Hudelot, Jamal Atif, Isabelle Bloch. FSRO : une ontologie de relations spatiales floues pour l'inteprétation d'images, 2008. (https://hal.science/hal-00825271)
    • Céline Hudelot, Jamal Atif, Isabelle Bloch. Fuzzy Spatial Relation Ontology for Image Interpretation, 2008. (https://hal.science/hal-00824590)
  • Pré-publication, Document de travail - 3 documents
    • Martin Charachon, Céline Hudelot, Paul-Henry P.-H. Cournède, Camille Ruppli, Roberto Ardon. Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification, 2021-02-01. (https://centralesupelec.hal.science/hal-03127330)
    • Yassine Ouali, Céline Hudelot, Myriam Tami. An Overview of Deep Semi-Supervised Learning, 2020. (https://hal.science/hal-04327849)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. A Fuzzy Close Algorithm for Mining Fuzzy Association Rules, 2018-02-16. (https://hal.science/hal-01698352v2)
  • PROCEEDINGS - 2 documents
  • Chapitre d'ouvrage - 1 document
  • Thèse - 1 document
    • Céline Hudelot. Towards a Cognitive Vision Platform for Semantic Image Interpretation; Application to the Recognition of Biological Organisms, 2005-04-29. (https://theses.hal.science/tel-00328034)