| 2026 | ACL | ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios. | Antnio Loison, Quentin Mac, Antoine Edy, Victor Xing, Tom Balough, Gabriel de Souza Pereira Moreira, Bo Liu, Manuel Faysse, Cline Hudelot, Gautier Viaud |
| 2026 | ACL | Interpreto: An Explainability Library for Transformers. | Antonin Poch, Thomas Mullor, Gabriele Sarti, Frdric Boisnard, Corentin Friedrich, Charlotte Claye, Franois Hoofd, Raphael Bernas, Nicholas Asher, Cline Hudelot, Fanny Jourdan |
| 2025 | ECAI | NBgE: A Multi-Physics-Informed Encoder Leveraging Bond Graphs. | Alexis-Raja Brachet, Pierre-Yves Richard, Cline Hudelot |
| 2025 | ECAI | FactNET: A Granular Fact-Checking Assistant Framework for Complex Claims. | Graud Faye, Wassila Ouerdane, Guillaume Gadek, Sylvain Gatepaille, Cline Hudelot |
| 2025 | EMNLP | Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. | Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Cline Hudelot, Pierre Colombo |
| 2025 | ICLR | ColPali: Efficient Document Retrieval with Vision Language Models. | Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Cline Hudelot, Pierre Colombo |
| 2025 | MICCAI | Fairness and Robustness of CLIP-Based Models for Chest X-Rays. | Tho Sourget, David S. Restrepo, Cline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou |
| 2025 | WACV | A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning. | Eva Feillet, Adrian Popescu, Cline Hudelot |
| 2024 | ECAI | Interpretable Image Classification Through an Argumentative Dialog Between Encoders. | Dao Thauvin, Stphane Herbin, Wassila Ouerdane, Cline Hudelot |
| 2024 | ICPR | Recommendation of Data-Free Class-Incremental Learning Algorithms by Simulating Future Data. | Eva Feillet, Adrian Popescu, Cline Hudelot |
| 2024 | MICCAI | Registration of Longitudinal Liver Examinations for Tumor Progress Assessment. | Walid Yassine, Martin Charachon, Cline Hudelot, Roberto Ardon |
| 2024 | WACV | An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. | Grgoire Petit, Michal Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Cline Hudelot |
| 2023 | AIED | Layout and Activity-based Textbook Modeling for Automatic PDF Textbook Extraction. | lise Lincker, Olivier Pons, Camille Guinaudeau, Isabelle Barbet, Jrme Dupire, Cline Hudelot, Vincent Mousseau, Caroline Huron |
| 2023 | CBMI | Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case. | lise Lincker, Camille Guinaudeau, Olivier Pons, Jrme Dupire, Cline Hudelot, Vincent Mousseau, Isabelle Barbet, Caroline Huron |
| 2023 | CVPR | Open-Set Likelihood Maximization for Few-Shot Learning. | Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Cline Hudelot, Ismail Ben Ayed |
| 2023 | EMNLP | Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. | Manuel Faysse, Gautier Viaud, Cline Hudelot, Pierre Colombo |
| 2023 | NeSy | How to Think About Benchmarking Neurosymbolic AI? | Johanna Ott, Arthur Ledaguenel, Cline Hudelot, Mattis Hartwig |
| 2023 | WACV | AdvisIL - A Class-Incremental Learning Advisor. | Eva Feillet, Grgoire Petit, Adrian Popescu, Marina Reyboz, Cline Hudelot |
| 2022 | CVPR | Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling. | Etienne Bennequin, Myriam Tami, Antoine Toubhans, Cline Hudelot |
| 2022 | NAACL | Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. | Jun Zhu, Cline Hudelot |
| 2021 | ICMLA | Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. | Jun Zhu, Gautier Viaud, Cline Hudelot |
| 2021 | IJCAI | Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract). | Victor Bouvier, Philippe Very, Clment Chastagnol, Myriam Tami, Cline Hudelot |
| 2021 | MICCAI | Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. | Martin Charachon, Paul-Henry Cournde, Cline Hudelot, Roberto Ardon |
| 2020 | CVPR | Semi-Supervised Semantic Segmentation With Cross-Consistency Training. | Yassine Ouali, Cline Hudelot, Myriam Tami |
| 2020 | ECCV | Autoregressive Unsupervised Image Segmentation. | Yassine Ouali, Cline Hudelot, Myriam Tami |
| 2020 | ICLR | Controlling generative models with continuous factors of variations. | Antoine Plumerault, Herv Le Borgne, Cline Hudelot |
| 2020 | ICPR | Minority Class Oriented Active Learning for Imbalanced Datasets. | Umang Aggarwal, Adrian Popescu, Cline Hudelot |
| 2020 | ICPR | Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. | Martin Charachon, Cline Hudelot, Paul-Henry Cournde, Camille Ruppli, Roberto Ardon |
| 2020 | ICPR | AVAE: Adversarial Variational Auto Encoder. | Antoine Plumerault, Herv Le Borgne, Cline Hudelot |
| 2020 | LREC | A French Corpus for Event Detection on Twitter. | Batrice Mazoyer, Julia Cag, Nicolas Herv, Cline Hudelot |
| 2020 | PPoPP | SIMD-based Exact Parallel Fuzzy Dilation Operator for Fast Computing of Fuzzy Spatial Relations. | Rgis Pierrard, Laurent Cabaret, Jean-Philippe Poli, Cline Hudelot |
| 2020 | WACV | Active Learning for Imbalanced Datasets. | Umang Aggarwal, Adrian Popescu, Cline Hudelot |
| 2018 | BMVC | Learning Finer-class Networks for Universal Representations. | Julien Girard, Youssef Tamaazousti, Herv Le Borgne, Cline Hudelot |
| 2018 | ECIR | Real-Time Collection of Reliable and Representative Tweets Datasets Related to News Events. | Batrice Mazoyer, Julia Cag, Cline Hudelot, Marie-Luce Viaud |
| 2018 | IPMU | A Fuzzy Close Algorithm for Mining Fuzzy Association Rules. | Rgis Pierrard, Jean-Philippe Poli, Cline Hudelot |
| 2017 | CVPR | MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features. | Youssef Tamaazousti, Herv Le Borgne, Cline Hudelot |
| 2014 | ECCV | ALC(𝔽): A New Description Logic for Spatial Reasoning in Images. | Cline Hudelot, Jamal Atif, Isabelle Bloch |
| 2013 | EUSFLAT | A fuzzy extension of explanatory relations based on mathematical morphology. | Jamal Atif, Isabelle Bloch, Felix Distel, Cline Hudelot |
| 2013 | ICFCA | Mathematical Morphology Operators over Concept Lattices. | Jamal Atif, Isabelle Bloch, Felix Distel, Cline Hudelot |
| 2012 | CIKM | Hierarchical image annotation using semantic hierarchies. | Hichem Bannour, Cline Hudelot |
| 2012 | ICPR | Bag-of-multimedia-words for image classification. | Amel Znaidia, Aymen Shabou, Herv Le Borgne, Cline Hudelot, Nikos Paragios |
| 2012 | MMM | Building Semantic Hierarchies Faithful to Image Semantics. | Hichem Bannour, Cline Hudelot |
| 2011 | CBMI | Towards ontologies for image interpretation and annotation. | Hichem Bannour, Cline Hudelot |
| 2011 | KES | A Framework for a Fuzzy Matching between Multiple Domain Ontologies. | Konstantin Todorov, Peter Geibel, Cline Hudelot |
| 2010 | ECAI | Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning. | Cline Hudelot, Jamal Atif, Isabelle Bloch |
| 2007 | IJCAI | From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph based Representations. | Jamal Atif, Cline Hudelot, Geoffroy Fouquier, Isabelle Bloch, Elsa D. Angelini |
| 2004 | ICTAI | Ontology Based Object Learning and Recognition: Application to Image Retrieval. | Nicolas Maillot, Monique Thonnat, Cline Hudelot |
| 2003 | ICTAI | A Cognitive Vision Platform for Automatic Recognition of Natural Complex Objects. | Cline Hudelot, Monique Thonnat |