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  1. Automated End-To-End Mechanical Design Reasoning Supported by Large Language Models by — last modified Feb 16, 2026 10:57 AM

    In this collaboration project, we extend the abilities of currently existing large language models (LLMs) to coordinate an end-to-end simulation-based ...

    Located in Research / Projects
  2. Robust Augmented Retrieval for Natural Language Inference over Transformer-based Models by — last modified Feb 16, 2026 10:57 AM

    Large Language Models (LLMs) have emerged as universal models for addressing language understanding and inference tasks. However, In order to operate factually ...

    Located in Research / Projects
  3. Towards a Unified understanding of Attention and Social Behaviors in the Wild by — last modified Feb 16, 2026 10:57 AM

    Understanding and interpreting people’s states, activities, and behaviors stands as a foundational objective in the field of artificial intelligence. Indeed, ...

    Located in Research / Projects
  4. Open-data for Building Energy Efficiency, Renovation and Storage by — last modified Feb 16, 2026 10:57 AM

    The building sector globally consumes 30% of primary energy, essentially from fossil origin. To foster an energy transition towards renewables, the adoption of ...

    Located in Research / Projects
  5. Robust and Reliable Machine Learning for Forest Monitoring in the Valaisan Alps by — last modified Feb 16, 2026 10:57 AM

    This project aims to improve the applicability, reliability, and robustness of cutting-edge artificial intelligence (AI) technology in the understanding of the ...

    Located in Research / Projects
  6. GENPAI by — last modified Feb 16, 2026 10:57 AM

    Generative AI models for face image synthesis (StyleGAN, Diffusion) can now create high resolution photo-realistic face images. Face recognition (FR) is ...

    Located in Research / Projects
  7. FactCheck - Collaborative Fact Checking of Digital Media by — last modified Feb 16, 2026 10:57 AM

    FactCheck project addresses the critical challenge of distinguishing fact from fiction in the digital information space, exacerbated by the rapid spread of ...

    Located in Research / Projects
  8. value-ALIGNed socio-technical systems using large-language models (LLMs) by — last modified Feb 16, 2026 10:57 AM

    Large Language Models (LLMs) are trained on broad data, using self-supervision at scale, to complete a wide range of tasks. Wider use of LLMs has risen in ...

    Located in Research / Projects
  9. Installation at Phänomena: The roles of AI and robotics for creative and artistic applications in both digital and physical worlds by — last modified Feb 16, 2026 10:57 AM

    Recent advances in generative AI and robotics have revolutionized the connection that people have with creativity and art. We propose an installation to shed ...

    Located in Research / Projects
  10. PmPm - Predictive Manufacturing Predictive Maintenance by — last modified Feb 16, 2026 10:57 AM

    We propose a novel Interactive ML framework for advanced manufacturing. We combine incremental learning (few-shot learning and active learning) and human ...

    Located in Research / Projects
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