Julia Hindel
 |
PhD Student | |
| Postal address: |
Albert-Ludwigs-Universität Freiburg |
|
| Office: | 080-01-022 | |
| Email: |
hindel@cs.uni-freiburg.de |
About me
- 09/2022 - current: Ph.D. Student in the Robot Learning Lab, University of Freiburg
- 09/2021 - 12/2021: Visiting student at Université de Montréal/MILA, Montreal, Canada
- 09/2020 - 08/2022: M.Sc. in Artificial Intelligence, Maastricht University
- 10/2016 - 08/2019: B.Sc. in Information Systems, University of Erlangen-Nuremberg
Research Interests
- Perception
- Open-World Learning
- Limited Human Supervision
Teaching
- Co-organizer, Laboratory: Deep Learning Lab , University of Freiburg, SS2024
- Co-organizer, Seminar: Robot Learning, University of Freiburg, WS2023/24
- Supervisor, Seminar: Robot Learning, University of Freiburg, SS2023
- Co-organizer, Foundations of Deep Learning, University of Freiburg, WS2022/23
Publications
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Julia Hindel,
Rohit Mohan,
Jelena Bratulic,
Daniele Cattaneo,
Thomas Brox,
Abhinav Valada,
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters
arXiv preprint arXiv:2503.03299, 2025.
Download Website BibTeX -
Julia Hindel,
Daniele Cattaneo,
Abhinav Valada,
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception
IEEE Automation and Robotics Letters (RA-L), vol. 10, no. 2, pp. 1904-1911, 2025.
Download Publisher page Video Website BibTeX -
Julia Hindel,
Nikhil Gosala,
Kevin Bregler,
Abhinav Valada,
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields
IEEE Robotics and Automation Letters (RA-L), vol. 8, no. 9, pp. 6013-6020, 2023.
Download Publisher page Website BibTeX