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BibTeX records: Youssef Shoeb
@article{DBLP:journals/ijcv/NayalSG25,
author = {Nazir Nayal and
Youssef Shoeb and
Fatma G{\"{u}}ney},
title = {A Likelihood Ratio-Based Approach to Segmenting Unknown Objects},
journal = {Int. J. Comput. Vis.},
volume = {133},
number = {10},
pages = {6860--6872},
year = {2025},
url = {https://doi.org/10.1007/s11263-025-02509-0},
doi = {10.1007/S11263-025-02509-0},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/NayalSG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShoebNG25,
author = {Youssef Shoeb and
Azarm Nowzad and
Hanno Gottschalk},
title = {Out-of-Distribution Segmentation in Autonomous Driving: Problems and
State of the Art},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2025, Nashville, TN, USA, June 11-15, 2025},
pages = {4310--4320},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2025},
url = {https://openaccess.thecvf.com/content/CVPR2025W/SAIAD/html/Shoeb\_Out-of-Distribution\_Segmentation\_in\_Autonomous\_Driving\_Problems\_and\_State\_of\_the\_CVPRW\_2025\_paper.html},
timestamp = {Thu, 24 Jul 2025 16:40:50 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ShoebNG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rv/KretinskyRSS25,
author = {Jan Kret{\'{\i}}nsk{\'{y}} and
Sabine Rieder and
Gesina Schwalbe and
Youssef Shoeb},
editor = {Bettina K{\"{o}}nighofer and
Hazem Torfah},
title = {Hidden-Layer Monitoring for Out-of-Distribution Localization in Image
Segmentation},
booktitle = {Runtime Verification - 25th International Conference, {RV} 2025, Graz,
Austria, September 15-19, 2025, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {16087},
pages = {274--295},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-032-05435-7\_16},
doi = {10.1007/978-3-032-05435-7\_16},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rv/KretinskyRSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visigrapp/ShoebNNGG25,
author = {Youssef Shoeb and
Nazir Nayal and
Azarm Nowzad and
Fatma G{\"{u}}ney and
Hanno Gottschalk},
editor = {Thomas Bashford{-}Rogers and
Daniel Meneveaux and
Mehdi Ammi and
Mounia Ziat and
Stefan J{\"{a}}nicke and
Helen C. Purchase and
Petia Radeva and
Antonino Furnari and
Kadi Bouatouch and
A. Augusto de Sousa},
title = {Segment-Level Road Obstacle Detection Using Visual Foundation Model
Priors and Likelihood Ratios},
booktitle = {Proceedings of the 20th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2025 - Volume 2: VISAPP, Porto, Portugal, February 26-28, 2025},
pages = {306--315},
publisher = {{SCITEPRESS}},
year = {2025},
url = {https://doi.org/10.5220/0013126700003912},
doi = {10.5220/0013126700003912},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/visigrapp/ShoebNNGG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-10603,
author = {Youssef Shoeb and
Azarm Nowzad and
Hanno Gottschalk},
title = {Adaptive Neural Networks for Intelligent Data-Driven Development},
journal = {CoRR},
volume = {abs/2502.10603},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.10603},
doi = {10.48550/ARXIV.2502.10603},
eprinttype = {arXiv},
eprint = {2502.10603},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-10603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-08695,
author = {Youssef Shoeb and
Azarm Nowzad and
Hanno Gottschalk},
title = {Out-of-Distribution Segmentation in Autonomous Driving: Problems and
State of the Art},
journal = {CoRR},
volume = {abs/2503.08695},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.08695},
doi = {10.48550/ARXIV.2503.08695},
eprinttype = {arXiv},
eprint = {2503.08695},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-08695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-01504,
author = {Robert Aufschl{\"{a}}ger and
Youssef Shoeb and
Azarm Nowzad and
Michael Heigl and
Fabian Bally and
Martin Schramm},
title = {Following the Clues: Experiments on Person Re-ID using Cross-Modal
Intelligence},
journal = {CoRR},
volume = {abs/2507.01504},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.01504},
doi = {10.48550/ARXIV.2507.01504},
eprinttype = {arXiv},
eprint = {2507.01504},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-01504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/UhlemeyerLSHG24,
author = {Svenja Uhlemeyer and
Julian Lienen and
Youssef Shoeb and
Eyke H{\"{u}}llermeier and
Hanno Gottschalk},
title = {Unsupervised Class Incremental Learning using Empty Classes},
booktitle = {35th British Machine Vision Conference Workshop Proceedings, {BMVC}
2024 Workshops, Glasgow, UK, November 25-28, 2024},
publisher = {{BMVA} Press},
year = {2024},
url = {https://bmva-archive.org.uk/bmvc/2024/workshops/RROW/01\_Unsupervised\_Class\_Increment.pdf},
timestamp = {Thu, 12 Jun 2025 14:54:22 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/UhlemeyerLSHG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icves/KeserSK24,
author = {Mert Keser and
Youssef Shoeb and
Alois Knoll},
title = {How Could Generative {AI} Support Compliance with the {EU} {AI} Act?
{A} Review for Safe Automated Driving Perception},
booktitle = {{IEEE} International Conference on Vehicular Electronics and Safety,
{ICVES} 2024, Ahmedabad, India, December 17-19, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICVES61986.2024.10928135},
doi = {10.1109/ICVES61986.2024.10928135},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icves/KeserSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ShoebCSNGG24,
author = {Youssef Shoeb and
Robin Chan and
Gesina Schwalbe and
Azarm Nowzad and
Fatma G{\"{u}}ney and
Hanno Gottschalk},
title = {Have We Ever Encountered This Before? Retrieving Out-of-Distribution
Road Obstacles from Driving Scenes},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {7381--7391},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00723},
doi = {10.1109/WACV57701.2024.00723},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/ShoebCSNGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-17222,
author = {Mert Keser and
Youssef Shoeb and
Alois Knoll},
title = {How Could Generative {AI} Support Compliance with the {EU} {AI} Act?
{A} Review for Safe Automated Driving Perception},
journal = {CoRR},
volume = {abs/2408.17222},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.17222},
doi = {10.48550/ARXIV.2408.17222},
eprinttype = {arXiv},
eprint = {2408.17222},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-17222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-06424,
author = {Nazir Nayal and
Youssef Shoeb and
Fatma G{\"{u}}ney},
title = {A Likelihood Ratio-Based Approach to Segmenting Unknown Objects},
journal = {CoRR},
volume = {abs/2409.06424},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.06424},
doi = {10.48550/ARXIV.2409.06424},
eprinttype = {arXiv},
eprint = {2409.06424},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-06424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-05707,
author = {Youssef Shoeb and
Nazir Nayal and
Azarm Nowzad and
Fatma G{\"{u}}ney and
Hanno Gottschalk},
title = {Segment-Level Road Obstacle Detection Using Visual Foundation Model
Priors and Likelihood Ratios},
journal = {CoRR},
volume = {abs/2412.05707},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.05707},
doi = {10.48550/ARXIV.2412.05707},
eprinttype = {arXiv},
eprint = {2412.05707},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-05707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04302,
author = {Youssef Shoeb and
Robin Chan and
Gesina Schwalbe and
Azarm Nowzad and
Fatma G{\"{u}}ney and
Hanno Gottschalk},
title = {Have We Ever Encountered This Before? Retrieving Out-of-Distribution
Road Obstacles from Driving Scenes},
journal = {CoRR},
volume = {abs/2309.04302},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04302},
doi = {10.48550/ARXIV.2309.04302},
eprinttype = {arXiv},
eprint = {2309.04302},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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