3rd edition JAI webinar series – Session 2: The mathematics behind generative AI models in imaging

11 FEBRUARY2026

Type: Arqus Living Labs

Format: Hybrid

In the second living lab lecture, Dr Martin Holler (University of Graz) will explore how generative AI models are transforming computational imaging. He will explain the mathematical and probabilistic foundations behind these models, their main working principles, and how they can be tailored to specific imaging problems. The talk will also adress potential pitfalls and illustrate these concepts with real-world examples from Magnetic Resonance Imaging.

  • Speaker: Martin Holler, University of Graz
  • Date: 11 February 2026
  • Time: 15:00 (CEST)
  • Format: Hybrid (In person in the University of Graz and a link will be sent to those participating online)

Journal through Artificial Intelligence (JAI) is a lecture series on Artificial Intelligence (AI) designed for a non-expert audience to break down complex AI concepts and make them accessible to everyone.

The JAI webinars aim at explaining artificial intelligence to the general public in a simple way. All sessions are planned to be held either online or in a hybrid format.

These sessions, held both online and in a hybrid format, aim to build AI literacy and promote informed societal discourse. The Arqus Artificial Intelligence and Digital Transformation (AI&DT) Living Lab organises accessible, non-technical lectures to demystify AI concepts for a broad audience, ensuring that people from all backgrounds can gain insights into its principles, challenges and potential. Topics range from the historical development of AI to its ethical challenges, practical applications in education and value alignment.

Registration is required.

For more information or any questions, please contact: Teresa Guggenberger (teresa.guggenberger[at]uni-graz.at).

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