Expertise Domains
Our research is guided by our missions and values, that are perfectly summarized by our motto: AI for society. To have a meaningful impact on society, thanks to their extensive experience and set of skills, our researchers are experts in several domains. These domains are especially relevant in the field of AI technologies and research.
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.
If you are a business and are looking for the best experts for your project, our Technology Transfer Office is here to help you.