Céline Hudelot

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 83

Top Venues

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Céline Hudelot, Pierre Colombo
ColPali: Efficient Document Retrieval with Vision Language Models. CoRR (2024)
Nicolas Boizard, Kevin El Haddad, Céline Hudelot, Pierre Colombo
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs. CoRR (2024)
Théo Moutakanni, Piotr Bojanowski, Guillaume Chassagnon, Céline Hudelot, Armand Joulin, Yann LeCun, Matthew Muckley, Maxime Oquab, Marie-Pierre Revel, Maria Vakalopoulou
Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning. CoRR (2024)
Manuel Faysse, Patrick Fernandes, Nuno M. Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo
CroissantLLM: A Truly Bilingual French-English Language Model. CoRR (2024)
Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia
Complexity of Probabilistic Reasoning for Neurosymbolic Classification Techniques. CoRR (2024)
Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. WACV (2024)
Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. CoRR (2024)
Alexis-Raja Brachet, Pierre-Yves Richard, Céline Hudelot
Bond Graphs for multi-physics informed Neural Networks for multi-variate time series. CoRR (2024)
Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia
Improving Neural-based Classification with Logical Background Knowledge. CoRR (2024)
Eva Feillet, Adrian Popescu, Céline Hudelot
Recommendation of data-free class-incremental learning algorithms by simulating future data. CoRR (2024)
Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo
Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. EMNLP (2023)
Johanna Ott, Arthur Ledaguenel, Céline Hudelot, Mattis Hartwig
How to Think About Benchmarking Neurosymbolic AI? NeSy (2023)
Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Isabelle Barbet, Céline Hudelot, Vincent Mousseau, Caroline Huron
Classification automatique de données déséquilibrées et bruitées : application aux exercices de manuels scolaires. CORIA-TALN (4) (2023)
Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo
Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. CoRR (2023)
Eva Feillet, Grégoire Petit, Adrian Popescu, Marina Reyboz, Céline Hudelot
AdvisIL - A Class-Incremental Learning Advisor. WACV (2023)
Élise 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. iTextbooks@AIED (2023)
Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. CoRR (2023)
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. CBMI (2023)
Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Céline Hudelot, Ismail Ben Ayed
Open-Set Likelihood Maximization for Few-Shot Learning. CoRR (2023)
Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Céline Hudelot, Ismail Ben Ayed
Open-Set Likelihood Maximization for Few-Shot Learning. CVPR (2023)
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. CoRR (2023)
Malik Boudiaf, Etienne Bennequin, Myriam Tami, Céline Hudelot, Antoine Toubhans, Pablo Piantanida, Ismail Ben Ayed
Model-Agnostic Few-Shot Open-Set Recognition. CoRR (2022)
Etienne Bennequin, Myriam Tami, Antoine Toubhans, Céline Hudelot
Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling. CVPR Workshops (2022)
Jun Zhu, Céline Hudelot
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. NAACL-HLT (Findings) (2022)
Thomas Cordier, Victor Bouvier, Gilles Hénaff, Céline Hudelot
Test-Time Adaptation with Principal Component Analysis. CoRR (2022)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Optimizing Active Learning for Low Annotation Budgets. CoRR (2022)
Etienne Bennequin, Myriam Tami, Antoine Toubhans, Céline Hudelot
Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling. CoRR (2022)
Jun Zhu, Céline Hudelot
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. CoRR (2022)
Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot
A comparative study of calibration methods for imbalanced class incremental learning. Multim. Tools Appl. 81 (14) (2022)
Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning. CoRR (2022)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Minority Class Oriented Active Learning for Imbalanced Datasets. CoRR (2022)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Leveraging conditional generative models in a general explanation framework of classifier decisions. Future Gener. Comput. Syst. 132 (2022)
Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco Domenico Santambrogio
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding. CoRR (2021)
Victor Pellegrain, Myriam Tami, Michel Batteux, Céline Hudelot
StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data. CoRR (2021)
Jun Zhu, Gautier Viaud, Céline Hudelot
Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. CoRR (2021)
Jun Zhu, Gautier Viaud, Céline Hudelot
Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. ICMLA (2021)
Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, Céline Hudelot
Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift. ECML/PKDD (1) (2021)
Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, Céline Hudelot
Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift. CoRR (2021)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. iMIMIC/TDA4MedicalData@MICCAI (2021)
Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
Stochastic Adversarial Gradient Embedding for Active Domain Adaptation. IAL@PKDD/ECML (2021)
Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract). IJCAI (2021)
Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco D. Santambrogio
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding. BioCAS (2021)
Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
Spatial relation learning for explainable image classification and annotation in critical applications. Artif. Intell. 292 (2021)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions. CoRR (2021)
Yassine Ouali, Céline Hudelot, Myriam Tami
Spatial Contrastive Learning for Few-Shot Classification. ECML/PKDD (1) (2021)
Béatrice Mazoyer, Julia Cagé, Nicolas Hervé, Céline Hudelot
A French Corpus for Event Detection on Twitter. LREC (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
AVAE: Adversarial Variational Auto Encoder. ICPR (2020)
Yassine Ouali, Céline Hudelot, Myriam Tami
Autoregressive Unsupervised Image Segmentation. CoRR (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
AVAE: Adversarial Variational Auto Encoder. CoRR (2020)
Yassine Ouali, Céline Hudelot, Myriam Tami
An Overview of Deep Semi-Supervised Learning. CoRR (2020)
Yassine Ouali, Céline Hudelot, Myriam Tami
Spatial Contrastive Learning for Few-Shot Classification. CoRR (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
Controlling generative models with continuous factors of variations. CoRR (2020)
Régis Pierrard, Laurent Cabaret, Jean-Philippe Poli, Céline Hudelot
SIMD-based Exact Parallel Fuzzy Dilation Operator for Fast Computing of Fuzzy Spatial Relations. WPMVP@PPoPP (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
Controlling generative models with continuous factors of variations. ICLR (2020)
Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. CoRR (2020)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
Learning More Universal Representations for Transfer-Learning. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Béatrice Mazoyer, Nicolas Hervé, Céline Hudelot, Julia Cagé
Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais. CoRR (2020)
Yassine Ouali, Victor Bouvier, Myriam Tami, Céline Hudelot
Target Consistency for Domain Adaptation: when Robustness meets Transferability. CoRR (2020)
Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. ICPR (2020)
Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
Robust Domain Adaptation: Representations, Weights and Inductive Bias. CoRR (2020)
Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
Robust Domain Adaptation: Representations, Weights and Inductive Bias. ECML/PKDD (1) (2020)
Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
Stochastic Adversarial Gradient Embedding for Active Domain Adaptation. CoRR (2020)
Yassine Ouali, Céline Hudelot, Myriam Tami
Autoregressive Unsupervised Image Segmentation. ECCV (7) (2020)
Yassine Ouali, Céline Hudelot, Myriam Tami
Semi-Supervised Semantic Segmentation With Cross-Consistency Training. CVPR (2020)
Yassine Ouali, Céline Hudelot, Myriam Tami
Semi-Supervised Semantic Segmentation with Cross-Consistency Training. CoRR (2020)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Minority Class Oriented Active Learning for Imbalanced Datasets. ICPR (2020)
Béatrice Mazoyer, Nicolas Hervé, Céline Hudelot, Julia Cagé
Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais. EGC (2020)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Active Learning for Imbalanced Datasets. WACV (2020)
Victor Bouvier, Philippe Very, Céline Hudelot, Clément Chastagnol
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation. CoRR (2019)
Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
Apprentissage de relations floues pour l'annotation sémantique expliquée avec peu de données. RJCIA (2019)
Victor Bouvier, Philippe Very, Céline Hudelot, Clément Chastagnol
Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets. CoRR (2019)
Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
A New Approach for Explainable Multiple Organ Annotation with Few Data. CoRR (2019)
Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
A Fuzzy Close Algorithm for Mining Fuzzy Association Rules. IPMU (2) (2018)
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. Artif. Intell. 256 (2018)
Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
Learning Finer-class Networks for Universal Representations. CoRR (2018)
Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
Learning Fuzzy Relations and Properties for Explainable Artificial Intelligence. FUZZ-IEEE (2018)
Béatrice Mazoyer, Julia Cagé, Céline Hudelot, Marie-Luce Viaud
Real-Time Collection of Reliable and Representative Tweets Datasets Related to News Events. BroDyn@ECIR (2018)
Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
Learning Finer-class Networks for Universal Representations. BMVC (2018)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
Learning More Universal Representations for Transfer-Learning. CoRR (2017)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features. CVPR (2017)
Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu, Etienne Gadeski, Alexandru-Lucian Gînsca, Céline Hudelot
Vision-language integration using constrained local semantic features. Comput. Vis. Image Underst. 163 (2017)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
Diverse Concept-Level Features for Multi-Object Classification. ICMR (2016)
Jamal Atif, Isabelle Bloch, Céline Hudelot
Some Relationships Between Fuzzy Sets, Mathematical Morphology, Rough Sets, F-Transforms, and Formal Concept Analysis. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (Supplement-2) (2016)
Adrien Maglo, Guillaume Lavoué, Florent Dupont, Céline Hudelot
3D Mesh Compression: Survey, Comparisons, and Emerging Trends. ACM Comput. Surv. 47 (3) (2015)
Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
Some algebraic results in Description logics : Free model and inclusions, finite basis theorem, and completion of knowledge bases. CoRR (2015)
Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
Belief revision in Institutions : A relaxation based approach. CoRR (2015)
Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
Relaxation-based revision operators in description logics. CoRR (2015)
Konstantin Todorov, Céline Hudelot, Peter Geibel
Fuzzy and Cross-Lingual Ontology Matching Mediated by Background Knowledge. URSW (LNCS Vol.) (2014)
Jamal Atif, Céline Hudelot, Isabelle Bloch
Explanatory Reasoning for Image Understanding Using Formal Concept Analysis and Description Logics. IEEE Trans. Syst. Man Cybern. Syst. 44 (5) (2014)
Céline Hudelot, Jamal Atif, Isabelle Bloch
ALC(𝔽): A New Description Logic for Spatial Reasoning in Images. ECCV Workshops (2) (2014)
Konstantin Todorov, Céline Hudelot, Adrian Popescu, Peter Geibel
Fuzzy Ontology Alignment using Background Knowledge. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22 (1) (2014)
Hichem Bannour, Céline Hudelot
Building and using fuzzy multimedia ontologies for semantic image annotation. Multim. Tools Appl. 72 (3) (2014)
Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot
Mathematical Morphology Operators over Concept Lattices. ICFCA (2013)
Hichem Bannour, Céline Hudelot
Combinaison d'information visuelle, conceptuelle, et contextuelle pour la construction automatique de hierarchies semantiques adaptees a l'annotation d'images CoRR (2013)
Amel Znaidia, Hervé Le Borgne, Céline Hudelot
Tag completion based on belief theory and neighbor voting. ICMR (2013)
Konstantin Todorov, Nicolas James, Céline Hudelot
Multimedia ontology matching by using visual and textual modalities. Multim. Tools Appl. 62 (2) (2013)
Adrien Maglo, Ian J. Grimstead, Céline Hudelot
POMAR: Compression of progressive oriented meshes accessible randomly. Comput. Graph. 37 (6) (2013)
Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot
Codage des modèles de tags. Rev. d'Intelligence Artif. 27 (1) (2013)
Hichem Bannour, Céline Hudelot
Construction de hiérarchies sémantiques pour l'annotation d'images. Rev. d'Intelligence Artif. 27 (1) (2013)
Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot
A fuzzy extension of explanatory relations based on mathematical morphology. EUSFLAT Conf. (2013)

Céline Hudelot.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Céline Hudelot