Scholar
Gesina Schwalbe
Google Scholar ID: 3JOfQhgAAAAJ
Postdoc, University of Lübeck
Citations & Impact
Citations
819
H-index
11
i10-index
13
Publications
20
Co-authors
6
list available
Publications
Resume (English only)
Background
- Researcher in the field of responsible and trustworthy artificial intelligence (AI)
- Main research interests focus on integrating symbolic (human-interpretable) knowledge with deep neural networks (DNNs)
- Explores how to extract, verify, integrate, and correct such knowledge in DNNs
- Prefers explainable AI methods, particularly concept embedding analysis, to translate information in DNN structures and latent spaces into human-understandable and controllable forms
- Primary application domains include safe and trustworthy perception modules for automated driving and robotics, planning tasks, and generative AI-based human-machine interfaces
