Expertise
Notre recherche est guidée par nos missions et nos valeurs, qui sont parfaitement résumées par notre slogan : l'IA au service de la société. Pour avoir un impact social significatif, grâce à leur vaste expérience et à leur ensemble de compétences, nos chercheurs sont des experts dans plusieurs domaines de recherche. Ces derniers sont particulièrement pertinents en matière de technologies et de recherche en IA.
Digital Security
Including biometrics, attack and fraud detection, privacy preservation, synthetic data, fairness, and trustworthy identity technologies.
Health, Medicine and Genomics
Including computational biology, medical data science, evidence synthesis, knowledge representation, decision support systems, and multi-modal signal processing.
Machine Learning
Including deep learning, foundation models (e.g., large language models), Bayesian methods, neuro-symbolic methods, reasoning, agentic methods, optimal design, efficiency, robustness, interpretability, and explainability.
Speech and Audio Processing
Including speech recognition, speech synthesis, paralinguistics, environmental audio analysis, probabilistic inference from acoustic data, and signal processing for communication.
Energy Informatics
Including efficiency in AI systems, intelligent energy systems, sustainability & comfort optimisation, and decision support in environmental and energy applications.
Human-centered AI
Including social computing, activity understanding, multi-modal processing, assistive technology, human-robot interaction, robot learning & interaction, and demographic fairness.
Natural Language Processing
Including computational linguistics, multilinguality, language understanding, spoken language understanding, information extraction and retrieval, semantic modelling, and text mining.
Si vous êtes une entreprise et que vous recherchez les meilleurs experts pour votre projet, notre service de transfert de technologie est là pour vous aider.