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@inproceedings{meier2023niff,
 title = {NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection
via Neural Instance Feature Forging},
 author = {K Guirguis and J Meier and G Eskandar and M Kayser and B Yang and J Beyerer},
 booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
 year = {2023},
 titleurl = {meier2023niff.png},
 url = {https://arxiv.org/pdf/2303.04958},
}

@inproceedings{meier2021boltzman,
 author = {V Borisov and J Meier and Jvan den Heuvel and H Jalali and G Kasneci},
 title = {A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines},
 year = {2021},
 booktitle = {Neural Information Processing Systems Conference - NeurIPS 2021: eXplainable AI approaches for debugging and diagnosis workshop},
 url = {https://arxiv.org/pdf/2111.07379},
}

@inproceedings{meier-CDrone,
 author = {JM Meier and L Scalerandi and O Dhaouadi and J Kaiser and N Araslanov and D Cremers},
 title = {{CARLA Drone:} Monocular 3D Object Detection from a Different Perspective},
 booktitle = {46th German Conference on Pattern Recognition (GCPR)},
 year = {2024},
 titleurl = {meier2024cdrone.png},
 award = {Oral Presentation},
 url = {https://www.arxiv.org/pdf/2408.11958},
}

@inproceedings{meier25monoct,
 title = {MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models},
 author = {JM Meier and L Inchingolo and O Dhaouadi and Y Xia and J Kaiser and D Cremers},
 year = {2025},
 booktitle = {International Conference on Robotics and Automation (ICRA)},
 titleurl = {mono_ct.png},
 url = {https://arxiv.org/pdf/2503.13743},
 award = {Oral Presentation},
}

@inproceedings{dsc3d,
 title = {Highly Accurate and Diverse Traffic Data: The DeepScenario Open 3D Dataset},
 author = {O* Dhaouadi and J* Meier and L Wahl and J Kaiser and L Scalerandi and N Wandelburg and Z Zhuo and N Berinpanathan and H Banzhaf and D Cremers},
 booktitle = {IEEE Intelligent Vehicles Symposium},
 titleurl = {dsc3d.png},
 year = {2025},
 organization = {IEEE},
 doi = {10.1109/IV64158.2025.11097484},
 url = {https://deepscenario.github.io/DSC3D/},
}

@inproceedings{dhaouadi2025flexroad,
 title = {Shape Your Ground: Refining Road Surfaces Beyond Planar Representations},
 author = {O Dhaouadi and J Meier and J Kaiser and D Cremers},
 booktitle = {IEEE Intelligent Vehicles Symposium},
 titleurl = {flexroad.gif},
 year = {2025},
 organization = {IEEE},
 doi = {10.1109/IV64158.2025.11097699},
 url = {https://deepscenario.github.io/FlexRoad/},
}

@inproceedings{xie2015gcpr,
 title = {CoProU-VO: Combining Projected Uncertainty for End-to-End Unsupervised Monocular Visual Odometry},
 author = {J* Xie and O* Dhaouadi and W Chen and J Meier and J Kaiser and D Cremers},
 booktitle = {47th German Conference on Pattern Recognition (GCPR)},
 year = {2025},
 titleurl = {coprou.png},
 eprint = {2508.00568},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 award = {Oral Presentation - Best Paper Award},
 url = {https://jchao-xie.github.io/CoProU/},
}

@inproceedings{dhaouadi2025ortholoc,
 title = {OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata},
 author = {O Dhaouadi and R Marin and J Meier and J Kaiser and D Cremers},
 booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track},
 year = {2025},
 titleurl = {ortholoc.png},
 eprint = {2509.18350},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 award = {Oral Presentation},
 url = {https://deepscenario.github.io/OrthoLoC/},
}

@inproceedings{dhaouadi2026groundiff,
 title = {GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models},
 author = {O Dhaouadi and J Meier and J Kaiser and D Cremers},
 booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
 year = {2026},
 titleurl = {groundiff.gif},
 eprint = {2511.10391},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
 url = {https://deepscenario.github.io/GrounDiff/},
}

@inproceedings{meier2026ideal-m3d,
 title = {IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection},
 author = {J Meier and F Günther and R Marin and O Dhaouadi and J Kaiser and D Cremers},
 booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
 year = {2026},
 titleurl = {ideal-m3d.png},
 eprint = {2511.19301},
 eprinttype = {arXiv},
 eprintclass = {cs.CV},
}