29 November 2023 to 1 December 2023
Lamarr Institut, TU Dortmund University
Europe/Berlin timezone

Solving Inverse Problems with Deep Learning

30 Nov 2023, 14:10
10m
Joseph-von-Fraunhofer Strasse 25, Floor 3, Room 302 - Lamarr Co-Working Space (Lamarr Institut, TU Dortmund University)

Joseph-von-Fraunhofer Strasse 25, Floor 3, Room 302 - Lamarr Co-Working Space

Lamarr Institut, TU Dortmund University

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Pitch talk Inverse Problems Pitch Talks

Speakers

Sebastian Konietzny (Informatik LS8, TU Dortmund University)Dr Tobias Uelwer (Informatik LS8, TU Dortmund University)

Description

Our work entails using generative models as priors for Fourier phase retrieval. We were successful in the Helsinki Tomography Challenge 2022 by employing a large synthetic dataset with end-to-end convolutional networks for limited-angle computer tomography. Additionally, our latest project focuses on extracting (ideally weak) earthquake signals from real, noisy Distributed Acoustic Sensing (DAS) data.

Primary authors

Sebastian Konietzny (Informatik LS8, TU Dortmund University) Dr Tobias Uelwer (Informatik LS8, TU Dortmund University)

Presentation materials