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Jens Müller

Affiliations:
  • Heidelberg University, Informatics for Life, Computer Vision and Learning Lab, Germany (PhD 2024)


According to our database1, Jens Müller authored at least 6 papers between 2021 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Robustness and Domain Generalization.
[BibTeX]
[DOI]
Jens Müller
PhD thesis, 2024

Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors.
[BibTeX]
[DOI]
Peter Lorenz
,
Mario Fernandez
,
Jens Müller
,
Ullrich Köthe
CoRR, 2024

2023
Finding Competence Regions in Domain Generalization.
[BibTeX]
[DOI]
Jens Müller
,
Stefan T. Radev
,
Robert Schmier
,
Felix Draxler
,
Carsten Rother
,
Ullrich Köthe
Trans. Mach. Learn. Res., 2023

Towards Context-Aware Domain Generalization: Representing Environments with Permutation-Invariant Networks.
[BibTeX]
[DOI]
Jens Müller
,
Lars Kühmichel
,
Martin Rohbeck
,
Stefan T. Radev
,
Ullrich Köthe
CoRR, 2023

On the Convergence Rate of Gaussianization with Random Rotations.
[BibTeX]
[DOI]
Felix Draxler
,
Lars Kühmichel
,
Armand Rousselot
,
Jens Müller
,
Christoph Schnörr
,
Ullrich Köthe
Proceedings of the International Conference on Machine Learning, 2023

2021
Learning Robust Models Using the Principle of Independent Causal Mechanisms.
[BibTeX]
[DOI]
Jens Müller
,
Robert Schmier
,
Lynton Ardizzone
,
Carsten Rother
,
Ullrich Köthe
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021


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