Céline Hudelot

Laboratoire Mathématiques et Informatique pour la Complexité et les Systèmes

celine.hudelot [at] centralesupelec.fr

En savoir plus sur Céline Hudelot

Publications :

  • Pre-submission / Working document - 7 documents
    • Pierre Colombo, Kevin El Haddad, Céline Hudelot, Nicolas Boizard. Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs, 2024-05-14. (https://hal.science/hal-04574900)
    • Manuel Faysse, Patrick Fernandes, Nuno Guerreiro, Antonio Loison, Duarte Alves, Caio Corro, Nicolas Boizard, Jaoe Alves, Ricardo Rei, Pedro Raphaël Martins, Antoni Casademunt, François Yvon, André Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo. CroissantLLM: A Truly Bilingual French-English Language Model, 2024-05-14. (https://hal.science/hal-04574908)
    • Pierre Colombo, Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot. Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism, 2024-05-14. (https://hal.science/hal-04574887)
    • 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, 2024-05-13. (https://hal.science/hal-04574147)
    • Grégoire Petit, Michael Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot. An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning, 2024-05-13. (https://hal.science/hal-04574151)
    • 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)
  • Communication on a congress - 63 documents
    • Arthur Ledaguenel, Mostepha Khouadjia, Céline Hudelot. Améliorer la classification multi-labels par réseaux de neurones avec de la connaissance logique a priori, 2024-03-27. (https://hal.science/hal-04525056)
    • Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo. Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications, 2023-12. (https://hal.science/hal-04574148)
    • 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)
    • 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)
    • 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)
    • 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)
    • Edoardo Ramalli, Alberto Parravicini, Guido Di Donato, Mirko Salaris, Céline Hudelot, Marco Santambrogio. Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding, 2021-10-07. (https://hal.science/hal-04571471)
    • Yassine Ouali, Victor Bouvier, Myriam Tami, Céline Hudelot. Target Consistency for Domain Adaptation: when Robustness meets Transferability, 2021-06-14. (https://hal.science/hal-04579696)
    • Antoine Plumerault, Hervé Le Borgne, Céline Hudelot. AVAE: Adversarial variational auto encoder, 2021-01-10. (https://hal.science/hal-04314595)
    • Umang Aggarwal, Adrian Popescu, Céline Hudelot. Minority Class Oriented Active Learning for Imbalanced Datasets, 2021-01-10. (https://hal.science/hal-04571474)
    • 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)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. A Fuzzy Close Algorithm for Mining Fuzzy Association Rules, 2018-06-11. (https://hal.science/hal-01698352v2)
    • 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 dans les logiques de description : apport de l'analyse formelle de concepts et de la morphologie mathématique, 2011. (https://hal.science/hal-00825224)
    • 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)
    • Konstantin Todorov, Peter Geibel, Céline Hudelot. Building A Fuzzy Knowledge Body for Integrating Domain Ontologies, 2011. (https://hal.science/hal-00825242)
    • 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)
    • 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)
    • 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)
    • Clement Courbet, Céline Hudelot. Random Accessible Hierarchical Mesh Compression for Interactive Visualization, 2009. (https://hal.science/hal-00825268)
    • Nicolas James, Céline Hudelot. Towards Semantic Image Annotation With Keyword Disambiguation Using Semantic And Visual Knowledge, 2009. (https://hal.science/hal-00825269)
    • 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 in a review - 21 documents
    • Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon. Leveraging conditional generative models in a general explanation framework of classifier decisions, 2022-07. (https://hal.science/hal-04574152)
    • Jun Zhu, Céline Hudelot. Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning, 2022-06-01. (https://hal.science/hal-03690233)
    • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot. Spatial Relation Learning for Explainable Image Classification and Annotation in Critical Applications, 2021-03. (https://hal.science/hal-03418311)
    • 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)
    • 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)
  • PROCEEDINGS - 3 documents
  • Work chapter - 1 document
  • Dissertation - 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)