Markus Käppeler
PhD Student | ||
Postal address: |
Albert-Ludwigs-Universität Freiburg |
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Office: | 080-00-024 | |
Email: |
kaeppelm@cs.uni-freiburg.de |
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About me
- 01/2024 - current: Ph.D. Student in the Robot Learning Lab, University of Freiburg
- 04/2020 - 12/2023: M.Sc. in Computer Science, University of Freiburg
- 10/2016 - 02/2020: B.Sc. in Applied Computer Science, Konstanz University of Applied Sciences
Research Interests
- Robot Perception
- Foundation Models for Autonomous Driving
- Self-Supervised and Label-Efficient Learning
- 3D Scene Understanding
Current Research Projects
- AI-based System Architectures for Autonomous Driving
Teaching
- TA, Advanced Deep Learning, University of Freiburg, SS2024
Publications
2024
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Niclas Vödisch*,
Kürsat Petek*,
Markus Käppeler*,
Abhinav Valada
Wolfram Burgard,
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation
arXiv preprint arXiv:2405.19035, 2024,
Paper Video Website BibTeX
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Markus Käppeler*,
Kürsat Petek*,
Niclas Vödisch*,
Wolfram Burgard,
Abhinav Valada
SPINO: Few-Shot Panoptic Segmentation With Foundation Models
IEEE International Conference on Robotics and Automation (ICRA), 2024.,
Paper Video Website BibTeX