You don't have to be an expert or a scientist to understand the content here: All kinds of topics relating to artificial intelligence are explained simply and comprehensibly in English as part of the lecture series. All sessions can be experienced online - some even live on site!
Following the great success of the first two editions of the JAI Lecture Series, the third edition of the format started in December. In three webinars, experts from different Arqus universities will share their knowledge about artificial intelligence.
Session 2: The mathematics behind generative AI models in imaging
Datum: 11 February 2026
Uhrzeit: 15:00 (CEST)
Format: In-person at iDea_Lab, SR 127.11 & Online
Abstract: Generative AI models have revolutionized computational imaging. They enable unprecedented capabilities in consumer photography and visual content creation, and have also become the state of the art in scientific applications such as biomedical imaging.
In this talk, I will explain the mathematics behind generative AI models in imaging. We will discuss their probabilistic foundations and main working principles, potential pitfalls, how they can be tuned to specific imaging problems, and illustrate these ideas with real-world examples from Magnetic Resonance Imaging.
Speaker: Dr Martin Holler, Universität Graz
Registration: Under this Link