Hudelot, Celine

19 publications

WACV 2025 A Reality Check on Pre-Training for Exemplar-Free Class-Incremental Learning Eva Feillet, Adrian Popescu, Céline Hudelot

ICLR 2025 ColPali: Efficient Document Retrieval with Vision Language Models Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Celine Hudelot, Pierre Colombo

TMLR 2025 CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse, Patrick Fernandes, Nuno M Guerreiro, António Loison, Duarte Miguel Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, Andre Martins, Gautier Viaud, Celine Hudelot, Pierre Colombo

TMLR 2025 Towards Cross-Tokenizer Distillation: The Universal Logit Distillation Loss for LLMs Nicolas Boizard, Kevin El Haddad, Celine Hudelot, Pierre Colombo

WACV 2024 An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot

TMLR 2024 Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Celine Hudelot, Pierre Colombo

WACV 2023 AdvisIL - A Class-Incremental Learning Advisor Eva Feillet, Grégoire Petit, Adrian Popescu, Marina Reyboz, Céline Hudelot

CVPR 2023 Open-Set Likelihood Maximization for Few-Shot Learning Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Celine Hudelot, Ismail Ben Ayed

CVPRW 2022 Few-Shot Image Classification Benchmarks Are Too Far from Reality: Build Back Better with Semantic Task Sampling Etienne Bennequin, Myriam Tami, Antoine Toubhans, Céline Hudelot

ECML-PKDD 2021 Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift Etienne Bennequin, Victor Bouvier, Myriam Tami, Antoine Toubhans, Céline Hudelot

IJCAI 2021 Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot

ECML-PKDD 2021 Spatial Contrastive Learning for Few-Shot Classification Yassine Ouali, Céline Hudelot, Myriam Tami

WACV 2020 Active Learning for Imbalanced Datasets Umang Aggarwal, Adrian Popescu, Celine Hudelot

ECCV 2020 Autoregressive Unsupervised Image Segmentation Yassine Ouali, Céline Hudelot, Myriam Tami

ICLR 2020 Controlling Generative Models with Continuous Factors of Variations Antoine Plumerault, Hervé Le Borgne, Céline Hudelot

ECML-PKDD 2020 Robust Domain Adaptation: Representations, Weights and Inductive Bias Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot

CVPR 2017 MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features Youssef Tamaazousti, Herve Le Borgne, Celine Hudelot

ECCVW 2014 ALC(𝔽): A New Description Logic for Spatial Reasoning in Images Céline Hudelot, Jamal Atif, Isabelle Bloch

IJCAI 2007 From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph Based Representations Jamal Atif, Céline Hudelot, Geoffroy Fouquier, Isabelle Bloch, Elsa D. Angelini