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Publications

  1. 2023

  2. Published

    Mixed Integer Linear Programming for Optimizing a Hopfield Network

    Rosenhahn, B., 17 Mar 2023, Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part V. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 344-360 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13717 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  3. Published

    AdaCC: cumulative cost-sensitive boosting for imbalanced classification

    Iosifidis, V., Papadopoulos, S., Rosenhahn, B. & Ntoutsi, E., Feb 2023, In: Knowledge and information systems. 65, 2, p. 789-826 38 p.

    Research output: Contribution to journalArticleResearchpeer review

  4. Published

    Asymmetric Student-Teacher Networks for Industrial Anomaly Detection

    Rudolph, M., Wehrbein, T., Rosenhahn, B. & Wandt, B., 2023, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). p. 2591-2601 11 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearch

  5. Published

    Compensation Learning in Semantic Segmentation

    Kaiser, T., Reinders, C. & Rosenhahn, B., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW 2023. IEEE Computer Society, p. 3267-3278 12 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Published

    Deep Reinforcement Learning for Autonomous Driving using High-Level Heterogeneous Graph Representations

    Schier, M., Reinders, C. & Rosenhahn, B., 2023, 2023 IEEE International Conference on Robotics and Automation: ICRA. Institute of Electrical and Electronics Engineers Inc., p. 7147-7153 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  7. E-pub ahead of print

    Extended Abstract: Contextualize Me -- The Case for Context in Reinforcement Learning

    Benjamins, C., Eimer, T., Schubert, F. G., Mohan, A., Döhler, S., Biedenkapp, A., Rosenhahn, B., Hutter, F. & Lindauer, M., 2023, (E-pub ahead of print) The 16th European Workshop on Reinforcement Learning (EWRL 2023).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. Published

    Human Spine Motion Capture using Perforated Kinesiology Tape

    Hachmann, H. & Rosenhahn, B., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW 2023. IEEE Computer Society, p. 5149-5157 9 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  9. Published

    HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization

    Glandorf, P., Kaiser, T. & Rosenhahn, B., 2023, 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). Institute of Electrical and Electronics Engineers Inc., p. 1226-1235 10 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. Published

    Learned Fourier Bases for Deep Set Feature Extractors in Automotive Reinforcement Learning

    Schier, M., Reinders, C. & Rosenhahn, B., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 931-938 8 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  11. Published

    M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks

    Khan, M., Abu-Khalaf, J., Suter, D. & Rosenhahn, B., 2023, Image and Vision Computing: 37th International Conference, IVCNZ 2022, Auckland, New Zealand, November 24–25, 2022, Revised Selected Papers. Yan, W. Q., Nguyen, M. & Stommel, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 246-261 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13836 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  12. Published

    Personalized 3D Human Pose and Shape Refinement

    Wehrbein, T., Rosenhahn, B., Matthews, I. & Stoll, C., 2023, 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). Institute of Electrical and Electronics Engineers Inc., p. 4191-4201 11 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  13. Published

    Semantic segmentation for fully automated macrofouling analysis on coatings after field exposure

    Krause, L. M. K., Manderfeld, E., Gnutt, P., Vogler, L., Wassick, A., Richard, K., Rudolph, M., Hunsucker, K. Z., Swain, G. W., Rosenhahn, B. & Rosenhahn, A., 2023, In: BIOFOULING. 39, 1, p. 64-79 16 p.

    Research output: Contribution to journalArticleResearchpeer review

  14. Published

    SSGVS: Semantic Scene Graph-to-Video Synthesis

    Cong, Y., Yi, J., Rosenhahn, B. & Yang, M. Y., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops: CVPRW 2023. IEEE Computer Society, p. 2555-2565 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. 2022

  16. Published

    Wochenende: modular and flexible alignment-based shotgun metagenome analysis

    Rosenboom, I., Scheithauer, T., Friedrich, F. C., Pörtner, S., Hollstein, L., Pust, M. M., Sifakis, K., Wehrbein, T., Rosenhahn, B., Wiehlmann, L., Chhatwal, P., Tümmler, B. & Davenport, C. F., Dec 2022, In: BMC Genomics. 23, 1, 12 p., 748.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    Animal models and animal-free innovations for cardiovascular research: current status and routes to be explored. Consensus document of the ESC Working Group on Myocardial Function and the ESC Working Group on Cellular Biology of the Heart

    van der Velden, J., Asselbergs, F. W., Bakkers, J., Batkai, S., Bertrand, L., Bezzina, C. R., Bot, I., Brundel, B. J. J. M., Carrier, L., Chamuleau, S., Ciccarelli, M., Dawson, D., Davidson, S. M., Dendorfer, A., Duncker, D. J., Eschenhagen, T., Fabritz, L., Falcão-Pires, I., Ferdinandy, P., Giacca, M., Girao, H., Gollmann-Tepeköylü, C., Gyongyosi, M., Guzik, T. J., Hamdani, N., Heymans, S., Hilfiker, A., Hilfiker-Kleiner, D., Hoekstra, A. G., Hulot, J. S., Kuster, D. W. D., van Laake, L. W., Lecour, S., Leiner, T., Linke, W. A., Lumens, J., Lutgens, E., Madonna, R., Maegdefessel, L., Mayr, M., van der Meer, P., Passier, R., Perbellini, F., Perrino, C., Pesce, M., Priori, S., Remme, C. A., Rosenhahn, B., Schotten, U., Schulz, R., Sipido, K. R., Sluijter, J. P. G., van Steenbeek, F., Steffens, S., Terracciano, C. M., Tocchetti, C. G., Vlasman, P., Yeung, K. K., Zacchigna, S., Zwaagman, D. & Thum, T., Nov 2022, In: Cardiovascular research. 118, 15, p. 3016-3051 36 p.

    Research output: Contribution to journalReview articleResearchpeer review

  18. Published

    ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing

    Reinders, C., Schubert, F. & Rosenhahn, B., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). p. 1298-1305 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  19. Published

    Constrained Mean Shift Clustering

    Schier, M., Reinders, C. & Rosenhahn, B., 2022, Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022. Society for Industrial and Applied Mathematics Publications, p. 235-243 9 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Published

    Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection

    Rudolph, M., Wehrbein, T., Rosenhahn, B. & Wandt, B., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 1829-1838 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  21. Published

    LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

    Nguyen, D. M. H., Henschel, R., Rosenhahn, B., Sonntag, D. & Swoboda, P., 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). p. 8856-8865 10 p. (Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  22. Published

    RoadSaW: A Large-Scale Dataset for Camera-Based Road Surface and Wetness Estimation

    Cordes, K., Reinders, C., Hindricks, P., Lammers, J., Rosenhahn, B. & Broszio, H., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 4439-4448 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review