Publications
2022
- Published
Text to Image Generation with Semantic-Spatial Aware GAN
Liao, W., Hu, K., Yang, M. Y. & Rosenhahn, B., 2022, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 18166-18175 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2021
- Published
Using object detection on social media images for urban bicycle infrastructure planning: A case study of Dresden
Knura, M., Kluger, F., Zahtila, M., Schiewe, J., Rosenhahn, B. & Burghardt, D., 28 Oct 2021, In: ISPRS International Journal of Geo-Information. 10, 11, 733.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning
Benjamins, C., Eimer, T., Schubert, F., Biedenkapp, A., Rosenhahn, B., Hutter, F. & Lindauer, M., 5 Oct 2021, (E-pub ahead of print) Workshop on Ecological Theory of Reinforcement Learning, NeurIPS 2021. 20 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
Automatic Risk Adaptation in Distributional Reinforcement Learning
Schubert, F., Eimer, T., Rosenhahn, B. & Lindauer, M., 11 Jun 2021, (E-pub ahead of print) 14 p.Research output: Working paper/Preprint › Preprint
- Published
Localization of cochlear implant electrodes from cone beam computed tomography using particle belief propagation
Hachmann, T. H., Krüger, B., Rosenhahn, B. & Nogueira, W., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI 2021). IEEE Computer Society, p. 593-597 5 p. 9433845. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TOAD-GAN: A Flexible Framework for Few-Shot Level Generation in Token-Based Games
Schubert, F., Awiszus, M. & Rosenhahn, B., 30 Mar 2021, In: IEEE Transactions on Games. 14, 2, p. 284-293 10 p.Research output: Contribution to journal › Article › Research › peer review
- Published
AMENet: Attentive Maps Encoder Network for Trajectory Prediction
Cheng, H., Liao, W., Yang, M. Y., Rosenhahn, B. & Sester, M., Feb 2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 172, p. 253-266 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Canonpose: Self-supervised monocular 3D human pose estimation in the wild
Wandt, B., Rudolph, M., Zell, P., Rhodin, H. & Rosenhahn, B., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 13289-13299 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Context-Aware Layout to Image Generation with Enhanced Object Appearance
He, S., Liao, W., Yang, M. Y., Yang, Y., Song, Y., Rosenhahn, B. & Xiang, T., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 15044-15053 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images
Kluger, F., Ackermann, H., Brachmann, E., Yang, M. Y. & Rosenhahn, B., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 13065-13074 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Disentangled Lifespan Face Synthesis
He, S., Liao, W., Yang, M. Y., Song, Y. Z., Rosenhahn, B. & Xiang, T., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 3857-3866 10 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Exploring Dynamic Context for Multi-path Trajectory Prediction
Cheng, H., Liao, W., Tang, X., Yang, M. Y., Sester, M. & Rosenhahn, B., 2021, Proceedings - IEEE International Conference on Robotics and Automation (ICRA). Institute of Electrical and Electronics Engineers Inc., p. 12795-12801 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Image Captioning through Image Transformer
He, S., Liao, W., Tavakoli, H. R., Yang, M., Rosenhahn, B. & Pugeault, N., 2021, Computer Vision – ACCV 2020: 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 – December 4, 2020, Revised Selected Papers, Part IV. Ishikawa, H., Liu, C.-L., Pajdla, T. & Shi, J. (eds.). p. 153-169 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12625 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths
Hornakova, A., Kaiser, T., Swoboda, P., Rolinek, M., Rosenhahn, B. & Henschel, R., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 6310-6320 11 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
Rudolph, M., Wandt, B. & Rosenhahn, B., 2021, 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. p. 1906-1915 10 p. (Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Spatial-Temporal Transformer for Dynamic Scene Graph Generation
Cong, Y., Liao, W., Ackermann, H., Rosenhahn, B. & Yang, M. Y., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 16352-16362 11 p. 177652. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Target-Tailored Source-Transformation for Scene Graph Generation
Liao, W., Lan, C., Zeng, W., Yang, M. Y. & Rosenhahn, B., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. Nashville, TN, USA , p. 1663-1671 9 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
World-GAN: A Generative Model for Minecraft Worlds
Awiszus, M., Schubert, F. & Rosenhahn, B., 2021, 2021 IEEE Conference on Games, CoG 2021. IEEE Computer Society, 175285. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2021-August).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2020
- Published
NODIS: Neural Ordinary Differential Scene Understanding
Yuren, C., Ackermann, H., Liao, W., Yang, M. Y. & Rosenhahn, B., 14 Nov 2020, Computer Vision – ECCV 2020: 16th European Conference Glasgow, UK, August 23–28, 2020 Proceedings, Part XX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). p. 636-653 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
FairNN: Conjoint Learning of Fair Representations for Fair Decisions
Hu, T., Iosifidis, V., Liao, W., Zhang, H., Ying Yang, M., Ntoutsi, E. & Rosenhahn, B., 15 Oct 2020, Discovery Science - 23rd International Conference, DS 2020, Proceedings: 23rd International Conference. Appice, A., Tsoumakas, G., Manolopoulos, Y. & Matwin, S. (eds.). 1 ed. Cham, p. 581-595 15 p. (Lecture Notes in Computer Science).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research