Céline Hudelot

1. ColPali: Efficient Document Retrieval with Vision Language Models
   2024/06/27 by Manuel Faysse, Hugues Sibille, Faysse, Manuel +12 · 3 voices · 54 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.CV #cs.IR
2. An Overview of Deep Semi-Supervised Learning
   2020/06/09 by Yassine Ouali, Céline Hudelot, Ouali, Yassine +3 · 10 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and Data Classification
3. Controlling generative models with continuous factors of variations
   2020/01/28 by Antoine Plumerault, Hervé Le Borgne, Plumerault, Antoine +3 · 11 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
4. CroissantLLM: A Truly Bilingual French-English Language Model
   2024/02/01 by Manuel Faysse, Faysse, Manuel, Patrick Fernandes +28 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. Bridging Few-Shot Learning and Adaptation: New Challenges of\n Support-Query Shift
   2021/05/25 by Etienne Bennequin, Bennequin, Etienne, Victor Bouvier +7 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Multimodal Machine Learning Applications
6. StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data
   2021/10/15 by Victor Pellegrain, Myriam Tami, Pellegrain, Victor +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Time Series Analysis and Forecasting
7. Open-Set Likelihood Maximization for Few-Shot Learning
   2023/01/20 by Malik Boudiaf, Etienne Bennequin, Boudiaf, Malik +11 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
8. Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling
   2022/05/10 by Etienne Bennequin, Myriam Tami, Bennequin, Etienne +5 · 1 citation
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
9. An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning
   2023/08/22 by Grégoire Petit, Petit, Grégoire, Michaël Soumm +11 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
10. Improving Neural-based Classification with Logical Background Knowledge
    2024/02/20 by Arthur Ledaguenel, Céline Hudelot, Ledaguenel, Arthur +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Symbolic Computation (cs.SC)
11. Should We Still Pretrain Encoders with Masked Language Modeling?
    2025/07/01 by Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Gisserot-Boukhlef, Hippolyte +13 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
12. Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation
    2019/07/29 by Victor Bouvier, Bouvier, Victor, Philippe Very +5 · 1 citation
    Computer Science · #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification