15 Minutes of FAME: Learned reconstruction methods – combining the model and data regime

Thursday, 5.6.2025 | 8:45-9:00
Online

15 Minutes of FAME is the FAME Flagship’s monthly open morning coffee webinar series in which the Flagship’s researchers and partners offer snapshots into their current scientific work and activities within the FAME network.

This webinar will be presented by Professor Andreas Hauptmann (University of Oulu).

In recent years, the paradigm of data-driven image reconstruction has gathered considerable attention, due to its success in improving reconstruction quality and offering computational speed-up. Nevertheless, the majority of such data-driven approaches comes without a thorough mathematical understanding. While we cannot solve this shortcoming yet, we will provide a conceptual overview of data-driven approaches that combine classical model-based inversion and provide varying degrees of interpretability as well as some theoretical guarantees.

Grab your morning coffee and kickstart your day with us on the first Thursday of every month to hear more about how FAME shapes the future with mathematics, physics, and computing!