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Automatic Image Interpretation Section

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Publications

  1. 2025
  2. Accepted/In press

    Automl for Multi-Class Anomaly Compensation of Sensor Drift

    Schaller, M. C., Kruse, M., Ortega, A., Lindauer, M. & Rosenhahn, B., 15 Jun 2025, In: Measurement: Journal of the International Measurement Confederation. 250, 117097.

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

  3. Published

    3D Reconstruction using Prior Knowledge

    Hachmann, T. H., 2025, Düsseldorf. 141 p. (Fortschritt-Berichte VDI; vol. Nr. 888)

    Research output: Book/Report › Monograph › Research › peer review

  4. Published

    3D Reconstruction using Prior Knowledge

    Hachmann, T. H., 2025, 141 p.

    Research output: Thesis › Doctoral thesis

  5. Published

    Deep learning with very few training examples

    Reinders, C., 2025, Düsseldorf. 121 p. (Fortschritt-Berichte VDI; vol. Nr. 889)

    Research output: Book/Report › Monograph › Research › peer review

  6. Published

    Deep learning with very few training examples

    Reinders, C., 2025, 121 p.

    Research output: Thesis › Doctoral thesis

  7. 2024
  8. Accepted/In press

    Towards Enhancing Predictive Representations using Relational Structure in Reinforcement Learning

    Mohan, A. & Lindauer, M., 30 Sept 2024, (Accepted/In press) The 17th European Workshop on Reinforcement Learning (EWRL 2024).

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

  9. 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

  10. 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

  11. E-pub ahead of print

    ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning

    Becktepe, J., Dierkes, J., Benjamins, C., Mohan, A., Salinas, D., Rajan, R., Hutter, F., Hoos, H., Lindauer, M. & Eimer, T., 2024, (E-pub ahead of print) 17th European Workshop on Reinforcement Learning (EWRL 2024).

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

  12. Published

    A Touch of Gold - Spraying and Electroplating 3D Prints to Create Biocompatible On-Skin Wearables

    Duente, T., Schrapel, M., Schulte, J., Janssen, N., Al-Azzawi, I. & Rohs, M., 2024, MobileHCI 2024 Adjunct Proceedings: Publication of the 26th International Conference on Mobile Human-Computer Interaction. 1

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

  13. E-pub ahead of print

    Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

    Benjamins, C., Cenikj, G., Nikolikj, A., Mohan, A., Eftimov, T. & Lindauer, M., 2024, (E-pub ahead of print) Genetic and Evolutionary Computation Conference (GECCO).

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

  14. 2023
  15. E-pub ahead of print

    Extended Abstract: AutoRL Hyperparameter Landscapes

    Mohan, A., Benjamins, C., Wienecke, K., Dockhorn, A. & Lindauer, M., 20 Jul 2023, (E-pub ahead of print). 6 p.

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

  16. E-pub ahead of print

    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., 5 Jun 2023, (E-pub ahead of print) In: Transactions on Machine Learning Research. 2023, 6

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

  17. Accepted/In press

    Learning Activation Functions for Sparse Neural Networks

    Loni, M., Mohan, A., Asadi, M. & Lindauer, M., 16 May 2023, (Accepted/In press) Second International Conference on Automated Machine Learning.

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

  18. Published

    POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning

    Schubert, F., Benjamins, C., Döhler, S., Rosenhahn, B. & Lindauer, M., Apr 2023, In: Transactions on Machine Learning Research. 2023, 4

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

  19. 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

  20. Published

    Game content generation from a single example

    Awiszus, M., 2023

    Research output: Thesis › Doctoral thesis

  21. Published

    Game content generation from a single example

    Awiszus, M., 2023, Düsseldorf. 124 p. (Fortschritt-Berichte VDI; vol. Nr. 880)

    Research output: Book/Report › Monograph › Research › peer review

  22. 2021
  23. 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

  24. Published

    DACBench: A Benchmark Library for Dynamic Algorithm Configuration

    Eimer, T., Biedenkapp, A., Reimer, M., Adriaensen, S., Hutter, F. & Lindauer, M. T., 2021, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21). Zhou, Z.-H. (ed.). p. 1668-1674 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

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