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Prof. Dr.  Bodo Rosenhahn

https://orcid.org/0000-0003-3861-1424
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Publications

  1. 2025
  2. Published

    Automl for Multi-Class Anomaly Compensation of Sensor Drift

    Schaller, M. C., Kruse, M., Ortega, A., Lindauer, M. & Rosenhahn, B., Mar 2025, In: Measurement: Journal of the International Measurement Confederation.

    Research output: Contribution to journal › Article › Research › peer review

  3. 2024
  4. E-pub ahead of print

    Guest Editorial: Special Issue on Multimodal Learning

    Yang, M. Y., Rota, P., Mancini, M., Morerio, P., Rosenhahn, B. & Murino, V., 29 Nov 2024, (E-pub ahead of print) In: International Journal of Computer Vision. 4, 84, 3 p.

    Research output: Contribution to journal › Editorial in journal › Research › peer review

  5. Published

    Segment Any Object Model (SAOM): Real-To-Simulation Fine-Tuning Strategy For Multi-Class Multi-Instance Segmentation

    Khan, M., Qiu, Y., Cong, Y., Rosenhahn, B., Abu-Khalaf, J. & Suter, D., 27 Oct 2024, 2024 IEEE International Conference on Image Processing (ICIP). p. 582-588 7 p. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  6. Published

    Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change

    Khan, M., Qiu, Y., Cong, Y., Rosenhahn, B., Suter, D. & Abu-Khalaf, J., 14 Oct 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 9777-9783 7 p. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  7. Published

    Robust Shape Fitting for 3D Scene Abstraction

    Kluger, F., Brachmann, E., Yang, M. Y. & Rosenhahn, B., Sept 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 9, p. 6306-6325 20 p.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    Quantum normalizing flows for anomaly detection

    Rosenhahn, B. & Hirche, C., 28 Aug 2024, In: Physical Review A. 110, 2, 022443.

    Research output: Contribution to journal › Article › Research › peer review

  9. E-pub ahead of print

    Quantized Inverse Design for Photonic Integrated Circuits

    Schubert, F., Bethmann, K., Mahlau, Y., Hartmann, F., Caspary, R., Munderloh, M., Ostermann, J. & Rosenhahn, B., 14 Jul 2024, (E-pub ahead of print) 19 p.

    Research output: Working paper/Preprint › Preprint

  10. Published

    A variational autoencoder trained with priors from canonical pathways increases the interpretability of transcriptome data

    Liu, B., Rosenhahn, B., Illig, T. & DeLuca, D. S., 3 Jul 2024, In: PLoS Computational Biology. 20, 7 , 22 p., e1011198.

    Research output: Contribution to journal › Article › Research › peer review

  11. E-pub ahead of print

    SplatPose Detect: Pose-Agnostic 3D Anomaly Detection

    Kruse, M., Rudolph, M., Woiwode, D. & Rosenhahn, B., 1 Jun 2024, (E-pub ahead of print) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. p. 3950-3960 11 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  12. Published

    PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus

    Kluger, F. & Rosenhahn, B., 24 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 3 ed. p. 2804-2812 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 3).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  13. Published

    Q-SENN: Quantized Self-Explaining Neural Networks

    Norrenbrock, T., Rudolph, M. & Rosenhahn, B., 24 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 21482-21491 10 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  14. Published

    Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games

    Mahlau, Y., Schubert, F. & Rosenhahn, B., 2024, In: Proceedings of Machine Learning Research. 235, p. 34253-34280 28 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  15. 2023
  16. Published

    Monte Carlo graph search for quantum circuit optimization

    Rosenhahn, B. & Osborne, T. J., 19 Dec 2023, In: Physical Review A. 108, 6, 10 p., 062615.

    Research output: Contribution to journal › Article › Research › peer review

  17. Published

    Two Worlds in One Network: Fusing Deep Learning and Random Forests for Classification and Object Detection

    Reinders, C., Yang, M. Y. & Rosenhahn, B., 9 Dec 2023, Volunteered Geographic Information: Interpretation, Visualization and Social Context. Springer Nature, p. 103-130 28 p.

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

  18. Published

    Optimization of Sparsity-Constrained Neural Networks as a Mixed Integer Linear Program: NN2MILP

    Rosenhahn, B., Dec 2023, In: Journal of Optimization Theory and Applications. 199, p. 931-954 24 p.

    Research output: Contribution to journal › Article › Research › peer review

  19. Published

    The voraus-AD Dataset for Anomaly Detection in Robot Applications

    Brockmann, J. T., Rudolph, M., Rosenhahn, B. & Wandt, B., 15 Nov 2023, In: IEEE transactions on robotics. 40, p. 438 - 451 14 p.

    Research output: Contribution to journal › Article › Research › peer review

  20. Published

    FLATTEN: OPTICAL FLOW-GUIDED ATTENTION FOR CONSISTENT TEXT-TO-VIDEO EDITING

    Cong, Y., Xu, M., Simon, C., Chen, S., Ren, J., Xie, Y., Perez-Rua, J. M., Rosenhahn, B., Xiang, T. & He, S., 9 Oct 2023.

    Research output: Contribution to conference › Paper › Research › peer review

  21. Published

    RelTR: Relation Transformer for Scene Graph Generation

    Cong, Y., Yang, M. Y. & Rosenhahn, B., 1 Sept 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11169 - 11183 15 p.

    Research output: Contribution to journal › Article › Research › peer review

  22. Published

    Markerless human pose estimation for biomedical applications: a survey

    Avogaro, A., Cunico, F., Rosenhahn, B. & Setti, F., 6 Jul 2023, In: Frontiers in Computer Science. 5, 1153160.

    Research output: Contribution to journal › Review article › Research › peer review

  23. Published

    Color-Aware Deep Temporal Backdrop Duplex Matting System

    Hachmann, H. & Rosenhahn, B., 8 Jun 2023, MMSys '23: Proceedings of the 14th Conference on ACM Multimedia Systems. p. 205-216 12 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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