Publications
2023
- 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 proceeding › Conference contribution › Research › peer review
- 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 journal › Article › Research › peer review
- 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 proceeding › Conference contribution › Research
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 journal › Article › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
2022
- 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 journal › Article › Research › peer review
- 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 journal › Review article › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review