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Matthias Rath

Affiliations:
  • Robert Bosch GmbH, Stuttgart, Germany
  • University of Lübeck, Germany


According to our database1, Matthias Rath authored at least 5 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Invariant integration for prior-knowledge enhanced deep learning architectures.
[BibTeX]
[DOI]
Matthias Rath
PhD thesis, 2025

2024
Boosting deep neural networks with geometrical prior knowledge: a survey.
[BibTeX]
[DOI]
Matthias Rath
,
Alexandru Paul Condurache
Artif. Intell. Rev., 2024

2023
Deep Neural Networks with Efficient Guaranteed Invariances.
[BibTeX]
[DOI]
Matthias Rath
,
Alexandru Paul Condurache
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Improving the Sample-complexity of Deep Classification Networks with Invariant Integration.
[BibTeX]
[DOI]
Matthias Rath
,
Alexandru Paul Condurache
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

2020
Invariant Integration in Deep Convolutional Feature Space.
[BibTeX]
[DOI]
Matthias Rath
,
Alexandru Paul Condurache
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020


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