Céline Hudelot

154 papers A* 9A 10B 13C 5Journal 82Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TEGRA: Text Encoding With Graph and Retrieval Augmentation for Misinformation Detection. CoRR Géraud Faye, Wassila Ouerdane, Guillaume Gadek, Sylvain Gatepaille, Céline Hudelot
2026	J	`jnl`	ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios. CoRR António Loison, Quentin Macé, Antoine Edy, Victor Xing, Tom Balough, Gabriel Moreira, Bo Liu, Manuel Faysse, Céline Hudelot, Gautier Viaud
2025	J	`jnl`	A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques. Math. Comput. Sci. Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia
2025	A	`conf`	A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning. WACV Eva Feillet, Adrian Popescu, Céline Hudelot
2025	A*	`conf`	ColPali: Efficient Document Retrieval with Vision Language Models. ICLR Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Céline Hudelot, Pierre Colombo
2025	A*	`conf`	Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. EMNLP Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. CoRR Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	CroissantLLM: A Truly Bilingual French-English Language Model. Trans. Mach. Learn. Res. Manuel Faysse, Patrick Fernandes, Nuno Miguel 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
2025	J	`jnl`	Discovering Interpretable Biological Concepts in Single-cell RNA-seq Foundation Models. CoRR Charlotte Claye, Pierre Marschall, Wassila Ouerdane, Céline Hudelot, Julien Duquesne
2025	J	`jnl`	Dynamics is what you need for time-series forecasting! CoRR Alexis-Raja Brachet, Pierre-Yves Richard, Céline Hudelot
2025	—	`conf`	Efficient Parallel Fuzzy Dilation for Visual Reasoning on Edge: Leveraging ARM SIMD Extensions and Embedded GPUs Accelerators. ARCS Laurent Cabaret, Céline Hudelot, Régis Pierrard, Jean-Philippe Poli
2025	J	`jnl`	EuroBERT: Scaling Multilingual Encoders for European Languages. CoRR Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, André F. T. Martins, Ayoub Hammal, Caio Corro, Céline Hudelot, Emmanuel Malherbe, Etienne Malaboeuf, Fanny Jourdan, Gabriel Hautreux, João Alves, Kevin El Haddad, Manuel Faysse, Maxime Peyrard, Nuno Miguel Guerreiro, Patrick Fernandes, Ricardo Rei, Pierre Colombo
2025	A	`conf`	FactNET: A Granular Fact-Checking Assistant Framework for Complex Claims. ECAI Géraud Faye, Wassila Ouerdane, Guillaume Gadek, Sylvain Gatepaille, Céline Hudelot
2025	—	`conf`	Fairness and Robustness of CLIP-Based Models for Chest X-Rays. FAIMI@MICCAI Théo Sourget, David S. Restrepo, Céline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou
2025	J	`jnl`	Fairness and Robustness of CLIP-Based Models for Chest X-rays. CoRR Théo Sourget, David S. Restrepo, Céline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou
2025	—	`conf`	IA hybride, vue d'ensemble et quelques applications à la classification d'images. EGC Céline Hudelot
2025	J	`jnl`	Interpreto: An Explainability Library for Transformers. CoRR Antonin Poché, Thomas Mullor, Gabriele Sarti, Frédéric Boisnard, Corentin Friedrich, Charlotte Claye, François Hoofd, Raphael Bernas, Céline Hudelot, Fanny Jourdan
2025	J	`jnl`	LLMSymGuard: A Symbolic Safety Guardrail Framework Leveraging Interpretable Jailbreak Concepts. CoRR Darpan Aswal, Céline Hudelot
2025	A	`conf`	NBgE: A Multi-Physics-Informed Encoder Leveraging Bond Graphs. ECAI Alexis-Raja Brachet, Pierre-Yves Richard, Céline Hudelot
2025	J	`jnl`	Registration of Longitudinal Liver Examinations for Tumor Progress Assessment. CoRR Walid Yassine, Martin Charachon, Céline Hudelot, Roberto Ardon
2025	J	`jnl`	Should We Still Pretrain Encoders with Masked Language Modeling? CoRR Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs. Trans. Mach. Learn. Res. Nicolas Boizard, Kevin El Haddad, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance. CoRR Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Kevin El Haddad, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning. CoRR Théo Moutakanni, Piotr Bojanowski, Guillaume Chassagnon, Céline Hudelot, Armand Joulin, Yann LeCun, Matthew J. Muckley, Maxime Oquab, Marie-Pierre Revel, Maria Vakalopoulou
2024	A	`conf`	An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. WACV Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
2024	J	`jnl`	Bond Graphs for multi-physics informed Neural Networks for multi-variate time series. CoRR Alexis-Raja Brachet, Pierre-Yves Richard, Céline Hudelot
2024	J	`jnl`	ColPali: Efficient Document Retrieval with Vision Language Models. CoRR Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	Complexity of Probabilistic Reasoning for Neurosymbolic Classification Techniques. CoRR Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia
2024	J	`jnl`	CroissantLLM: A Truly Bilingual French-English Language Model. CoRR Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio F. 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
2024	J	`jnl`	Improving Neural-based Classification with Logical Background Knowledge. CoRR Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia
2024	A	`conf`	Interpretable Image Classification Through an Argumentative Dialog Between Encoders. ECAI Dao Thauvin, Stéphane Herbin, Wassila Ouerdane, Céline Hudelot
2024	—	`conf`	Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis. WMT Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro
2024	J	`jnl`	Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis. CoRR Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro
2024	J	`jnl`	Neurosymbolic Conformal Classification. CoRR Arthur Ledaguenel, Céline Hudelot, Mostepha Khouadjia
2024	—	`conf`	Recommendation of Data-Free Class-Incremental Learning Algorithms by Simulating Future Data. ICPR (26) Eva Feillet, Adrian Popescu, Céline Hudelot
2024	J	`jnl`	Recommendation of data-free class-incremental learning algorithms by simulating future data. CoRR Eva Feillet, Adrian Popescu, Céline Hudelot
2024	—	`conf`	Registration of Longitudinal Liver Examinations for Tumor Progress Assessment. LDTM/MMMI/ML4MHD/ML-CDS@MICCAI Walid Yassine, Martin Charachon, Céline Hudelot, Roberto Ardon
2024	J	`jnl`	Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs. CoRR Nicolas Boizard, Kevin El Haddad, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. CoRR Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. Trans. Mach. Learn. Res. Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
2023	A	`conf`	AdvisIL - A Class-Incremental Learning Advisor. WACV Eva Feillet, Grégoire Petit, Adrian Popescu, Marina Reyboz, Céline Hudelot
2023	J	`jnl`	An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. CoRR Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
2023	—	`conf`	Classification automatique de données déséquilibrées et bruitées : application aux exercices de manuels scolaires. CORIA-TALN (4) Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Isabelle Barbet, Céline Hudelot, Vincent Mousseau, Caroline Huron
2023	C	`conf`	How to Think About Benchmarking Neurosymbolic AI? NeSy Johanna Ott, Arthur Ledaguenel, Céline Hudelot, Mattis Hartwig
2023	—	`conf`	Layout and Activity-based Textbook Modeling for Automatic PDF Textbook Extraction. iTextbooks@AIED Élise Lincker, Olivier Pons, Camille Guinaudeau, Isabelle Barbet, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Caroline Huron
2023	C	`conf`	Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case. CBMI Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Isabelle Barbet, Caroline Huron
2023	A*	`conf`	Open-Set Likelihood Maximization for Few-Shot Learning. CVPR Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Céline Hudelot, Ismail Ben Ayed
2023	J	`jnl`	Open-Set Likelihood Maximization for Few-Shot Learning. CoRR Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Céline Hudelot, Ismail Ben Ayed
2023	A*	`conf`	Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. EMNLP Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo
2023	J	`jnl`	Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. CoRR Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo
2023	J	`jnl`	Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models. CoRR Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Victor Storchan, Myriam Tami, Ismail Ben Ayed, Céline Hudelot, Pablo Piantanida
2022	J	`jnl`	A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning. CoRR Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot
2022	J	`jnl`	A comparative study of calibration methods for imbalanced class incremental learning. Multim. Tools Appl. Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot
2022	—	`conf`	Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling. CVPR Workshops Etienne Bennequin, Myriam Tami, Antoine Toubhans, Céline Hudelot
2022	J	`jnl`	Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling. CoRR Etienne Bennequin, Myriam Tami, Antoine Toubhans, Céline Hudelot
2022	J	`jnl`	Leveraging conditional generative models in a general explanation framework of classifier decisions. Future Gener. Comput. Syst. Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
2022	J	`jnl`	Minority Class Oriented Active Learning for Imbalanced Datasets. CoRR Umang Aggarwal, Adrian Popescu, Céline Hudelot
2022	J	`jnl`	Model-Agnostic Few-Shot Open-Set Recognition. CoRR Malik Boudiaf, Etienne Bennequin, Myriam Tami, Céline Hudelot, Antoine Toubhans, Pablo Piantanida, Ismail Ben Ayed
2022	J	`jnl`	Optimizing Active Learning for Low Annotation Budgets. CoRR Umang Aggarwal, Adrian Popescu, Céline Hudelot
2022	J	`jnl`	Test-Time Adaptation with Principal Component Analysis. CoRR Thomas Cordier, Victor Bouvier, Gilles Hénaff, Céline Hudelot
2022	—	`conf`	Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. NAACL-HLT (Findings) Jun Zhu, Céline Hudelot
2022	J	`jnl`	Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. CoRR Jun Zhu, Céline Hudelot
2021	—	`conf`	Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift. ECML/PKDD (1) Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, Céline Hudelot
2021	J	`jnl`	Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift. CoRR Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, Céline Hudelot
2021	—	`conf`	Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding. BioCAS Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco D. Santambrogio
2021	J	`jnl`	Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding. CoRR Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco Domenico Santambrogio
2021	C	`conf`	Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. ICMLA Jun Zhu, Gautier Viaud, Céline Hudelot
2021	J	`jnl`	Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. CoRR Jun Zhu, Gautier Viaud, Céline Hudelot
2021	J	`jnl`	Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions. CoRR Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
2021	A*	`conf`	Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract). IJCAI Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
2021	—	`conf`	Spatial Contrastive Learning for Few-Shot Classification. ECML/PKDD (1) Yassine Ouali, Céline Hudelot, Myriam Tami
2021	J	`jnl`	Spatial relation learning for explainable image classification and annotation in critical applications. Artif. Intell. Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
2021	—	`conf`	Stochastic Adversarial Gradient Embedding for Active Domain Adaptation. IAL@PKDD/ECML Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
2021	J	`jnl`	StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data. CoRR Victor Pellegrain, Myriam Tami, Michel Batteux, Céline Hudelot
2021	—	`conf`	Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. iMIMIC/TDA4MedicalData@MICCAI Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
2020	B	`conf`	A French Corpus for Event Detection on Twitter. LREC Béatrice Mazoyer, Julia Cagé, Nicolas Hervé, Céline Hudelot
2020	B	`conf`	AVAE: Adversarial Variational Auto Encoder. ICPR Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
2020	J	`jnl`	AVAE: Adversarial Variational Auto Encoder. CoRR Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
2020	A	`conf`	Active Learning for Imbalanced Datasets. WACV Umang Aggarwal, Adrian Popescu, Céline Hudelot
2020	J	`jnl`	An Overview of Deep Semi-Supervised Learning. CoRR Yassine Ouali, Céline Hudelot, Myriam Tami
2020	—	`conf`	Autoregressive Unsupervised Image Segmentation. ECCV (7) Yassine Ouali, Céline Hudelot, Myriam Tami
2020	J	`jnl`	Autoregressive Unsupervised Image Segmentation. CoRR Yassine Ouali, Céline Hudelot, Myriam Tami
2020	B	`conf`	Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. ICPR Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon
2020	J	`jnl`	Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. CoRR Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon
2020	A*	`conf`	Controlling generative models with continuous factors of variations. ICLR Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
2020	J	`jnl`	Controlling generative models with continuous factors of variations. CoRR Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
2020	J	`jnl`	Learning More Universal Representations for Transfer-Learning. IEEE Trans. Pattern Anal. Mach. Intell. Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
2020	B	`conf`	Minority Class Oriented Active Learning for Imbalanced Datasets. ICPR Umang Aggarwal, Adrian Popescu, Céline Hudelot
2020	—	`conf`	Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais. EGC Béatrice Mazoyer, Nicolas Hervé, Céline Hudelot, Julia Cagé
2020	J	`jnl`	Représentations lexicales pour la détection non supervisée d'événements dans un flux de tweets : étude sur des corpus français et anglais. CoRR Béatrice Mazoyer, Nicolas Hervé, Céline Hudelot, Julia Cagé
2020	—	`conf`	Robust Domain Adaptation: Representations, Weights and Inductive Bias. ECML/PKDD (1) Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
2020	J	`jnl`	Robust Domain Adaptation: Representations, Weights and Inductive Bias. CoRR Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
2020	—	`conf`	SIMD-based Exact Parallel Fuzzy Dilation Operator for Fast Computing of Fuzzy Spatial Relations. WPMVP@PPoPP Régis Pierrard, Laurent Cabaret, Jean-Philippe Poli, Céline Hudelot
2020	A*	`conf`	Semi-Supervised Semantic Segmentation With Cross-Consistency Training. CVPR Yassine Ouali, Céline Hudelot, Myriam Tami
2020	J	`jnl`	Semi-Supervised Semantic Segmentation with Cross-Consistency Training. CoRR Yassine Ouali, Céline Hudelot, Myriam Tami
2020	J	`jnl`	Spatial Contrastive Learning for Few-Shot Classification. CoRR Yassine Ouali, Céline Hudelot, Myriam Tami
2020	J	`jnl`	Stochastic Adversarial Gradient Embedding for Active Domain Adaptation. CoRR Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot
2020	J	`jnl`	Target Consistency for Domain Adaptation: when Robustness meets Transferability. CoRR Yassine Ouali, Victor Bouvier, Myriam Tami, Céline Hudelot
2019	J	`jnl`	A New Approach for Explainable Multiple Organ Annotation with Few Data. CoRR Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
2019	—	`conf`	Apprentissage de relations floues pour l'annotation sémantique expliquée avec peu de données. RJCIA Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
2019	J	`jnl`	Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation. CoRR Victor Bouvier, Philippe Very, Céline Hudelot, Clément Chastagnol
2019	J	`jnl`	Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets. CoRR Victor Bouvier, Philippe Very, Céline Hudelot, Clément Chastagnol
2018	—	`conf`	A Fuzzy Close Algorithm for Mining Fuzzy Association Rules. IPMU (2) Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
2018	J	`jnl`	Belief revision, minimal change and relaxation: A general framework based on satisfaction systems, and applications to description logics. Artif. Intell. Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
2018	A	`conf`	Learning Finer-class Networks for Universal Representations. BMVC Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
2018	J	`jnl`	Learning Finer-class Networks for Universal Representations. CoRR Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
2018	B	`conf`	Learning Fuzzy Relations and Properties for Explainable Artificial Intelligence. FUZZ-IEEE Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
2018	—	`conf`	Real-Time Collection of Reliable and Representative Tweets Datasets Related to News Events. BroDyn@ECIR Béatrice Mazoyer, Julia Cagé, Céline Hudelot, Marie-Luce Viaud
2017	—	`ch.`	Integrating Computer Vision Algorithms and Ontologies for Spectator Crowd Behavior Analysis. Group and Crowd Behavior for Computer Vision Davide Conigliaro, Roberta Ferrario, Céline Hudelot, Daniele Porello
2017	J	`jnl`	Learning More Universal Representations for Transfer-Learning. CoRR Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
2017	A*	`conf`	MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features. CVPR Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
2017	J	`jnl`	Vision-language integration using constrained local semantic features. Comput. Vis. Image Underst. Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu, Etienne Gadeski, Alexandru-Lucian Gînsca, Céline Hudelot
2016	B	`conf`	Diverse Concept-Level Features for Multi-Object Classification. ICMR Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
2016	J	`jnl`	Some Relationships Between Fuzzy Sets, Mathematical Morphology, Rough Sets, F-Transforms, and Formal Concept Analysis. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Jamal Atif, Isabelle Bloch, Céline Hudelot
2015	J	`jnl`	3D Mesh Compression: Survey, Comparisons, and Emerging Trends. ACM Comput. Surv. Adrien Maglo, Guillaume Lavoué, Florent Dupont, Céline Hudelot
2015	J	`jnl`	Belief revision in Institutions : A relaxation based approach. CoRR Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
2015	J	`jnl`	Relaxation-based revision operators in description logics. CoRR Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
2015	J	`jnl`	Some algebraic results in Description logics : Free model and inclusions, finite basis theorem, and completion of knowledge bases. CoRR Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot
2014	—	`conf`	ALC(𝔽): A New Description Logic for Spatial Reasoning in Images. ECCV Workshops (2) Céline Hudelot, Jamal Atif, Isabelle Bloch
2014	J	`jnl`	Building and using fuzzy multimedia ontologies for semantic image annotation. Multim. Tools Appl. Hichem Bannour, Céline Hudelot
2014	J	`jnl`	Explanatory Reasoning for Image Understanding Using Formal Concept Analysis and Description Logics. IEEE Trans. Syst. Man Cybern. Syst. Jamal Atif, Céline Hudelot, Isabelle Bloch
2014	J	`jnl`	Fuzzy Ontology Alignment using Background Knowledge. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Konstantin Todorov, Céline Hudelot, Adrian Popescu, Peter Geibel
2014	—	`conf`	Fuzzy and Cross-Lingual Ontology Matching Mediated by Background Knowledge. URSW (LNCS Vol.) Konstantin Todorov, Céline Hudelot, Peter Geibel
2013	—	`conf`	A fuzzy extension of explanatory relations based on mathematical morphology. EUSFLAT Conf. Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot
2013	J	`jnl`	Codage des modèles de tags. Rev. d'Intelligence Artif. Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot
2013	J	`jnl`	Combinaison d'information visuelle, conceptuelle, et contextuelle pour la construction automatique de hierarchies semantiques adaptees a l'annotation d'images CoRR Hichem Bannour, Céline Hudelot
2013	J	`jnl`	Construction de hiérarchies sémantiques pour l'annotation d'images. Rev. d'Intelligence Artif. Hichem Bannour, Céline Hudelot
2013	C	`conf`	Mathematical Morphology Operators over Concept Lattices. ICFCA Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot
2013	J	`jnl`	Multimedia ontology matching by using visual and textual modalities. Multim. Tools Appl. Konstantin Todorov, Nicolas James, Céline Hudelot
2013	J	`jnl`	POMAR: Compression of progressive oriented meshes accessible randomly. Comput. Graph. Adrien Maglo, Ian J. Grimstead, Céline Hudelot
2013	B	`conf`	Tag completion based on belief theory and neighbor voting. ICMR Amel Znaidia, Hervé Le Borgne, Céline Hudelot
2012	B	`conf`	Bag-of-multimedia-words for image classification. ICPR Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot, Nikos Paragios
2012	—	`conf`	Belief Theory for Large-Scale Multi-label Image Classification. Belief Functions Amel Znaidia, Hervé Le Borgne, Céline Hudelot
2012	B	`conf`	Building Semantic Hierarchies Faithful to Image Semantics. MMM Hichem Bannour, Céline Hudelot
2012	A	`conf`	Hierarchical image annotation using semantic hierarchies. CIKM Hichem Bannour, Céline Hudelot
2012	B	`conf`	Multimodal feature generation framework for semantic image classification. ICMR Amel Znaidia, Aymen Shabou, Adrian Popescu, Hervé Le Borgne, Céline Hudelot
2012	J	`jnl`	Progressive compression of manifold polygon meshes. Comput. Graph. Adrien Maglo, Clement Courbet, Pierre Alliez, Céline Hudelot
2011	—	`conf`	A Framework for a Fuzzy Matching between Multiple Domain Ontologies. KES (1) Konstantin Todorov, Peter Geibel, Céline Hudelot
2011	—	`conf`	Abduction in Description Logics using Formal Concept Analysis and Mathematical Morphology: Application to Image Interpretation. CLA Jamal Atif, Céline Hudelot, Isabelle Bloch
2011	—	`conf`	Building A Fuzzy Knowledge Body for Integrating Domain Ontologies. URSW Konstantin Todorov, Peter Geibel, Céline Hudelot
2011	J	`jnl`	Taylor Prediction for Mesh Geometry Compression. Comput. Graph. Forum Clement Courbet, Céline Hudelot
2011	C	`conf`	Towards ontologies for image interpretation and annotation. CBMI Hichem Bannour, Céline Hudelot
2010	—	`conf`	Combining Visual and Textual Modalities for Multimedia Ontology Matching. SAMT Nicolas James, Konstantin Todorov, Céline Hudelot
2010	A	`conf`	Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning. ECAI Céline Hudelot, Jamal Atif, Isabelle Bloch
2010	B	`conf`	Ontology matching for the semantic annotation of images. FUZZ-IEEE Nicolas James, Konstantin Todorov, Céline Hudelot
2010	—	`conf`	Remote scientific visualization of progressive 3D meshes with X3D. Web3D Adrien Maglo, Ho Lee, Guillaume Lavoué, Christophe Mouton, Céline Hudelot, Florent Dupont
2009	J	`jnl`	Random Accessible Hierarchical Mesh Compression for Interactive Visualization. Comput. Graph. Forum Clement Courbet, Céline Hudelot
2008	—	`ch.`	FSRO : une ontologie de relations spatiales floues pour l'interprétation d'images. Les Relations Spatiales Céline Hudelot, Jamal Atif, Isabelle Bloch
2008	J	`jnl`	Fuzzy spatial relation ontology for image interpretation. Fuzzy Sets Syst. Céline Hudelot, Jamal Atif, Isabelle Bloch
2007	A*	`conf`	From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph based Representations. IJCAI Jamal Atif, Céline Hudelot, Geoffroy Fouquier, Isabelle Bloch, Elsa D. Angelini
2007	—	`conf`	Grafip: A Framework for the Representation of Healthy and Pathological Cerebral Information. ISBI Jamal Atif, Céline Hudelot, Olivier Nempont, Nathalie Richard, Bénédicte Batrancourt, Elsa D. Angelini, Isabelle Bloch
2005	—	`—`	Towards a Cognitive Vision Platform for Semantic Image Interpretation; Application to the Recognition of Biological Organisms. Céline Hudelot
2004	B	`conf`	Ontology Based Object Learning and Recognition: Application to Image Retrieval. ICTAI Nicolas Maillot, Monique Thonnat, Céline Hudelot
2003	B	`conf`	A Cognitive Vision Platform for Automatic Recognition of Natural Complex Objects. ICTAI Céline Hudelot, Monique Thonnat