Publications
- 2025
- 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
- 2024
- 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
- Published
Worldafford: Affordance Grounding Based on Natural Language Instructions
Chen, C., Cong, Y. & Kan, Z., 28 Oct 2024, 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI): Proceedings. p. 822-828 7 p. (Proceedings - Internatinal Conference on Tools with Artificial Intelligence, TAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 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
- 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
- Published
On the Rate-Distortion-Complexity Trade-Offs of Neural Video Coding
Chen, Y. H., Ho, K. W., Benjak, M., Ostermann, J. & Peng, W. H., 2 Oct 2024, 2024 IEEE 26th International Workshop on Multimedia Signal Processing: MMSP 2024. Institute of Electrical and Electronics Engineers Inc., 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Self-supervised domain adaptation for machinery remaining useful life prediction
Le Xuan, Q., Munderloh, M. & Ostermann, J., Oct 2024, In: Reliability Engineering and System Safety. 250, 16 p., 110296.Research output: Contribution to journal › Article › Research › peer review
- 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
- Published
Simple quantum algorithm to efficiently prepare sparse states
Ramacciotti, D., Lefterovici, A. I. & Rotundo, A. F., 10 Sept 2024, In: Physical Review A. 110, 3, p. 032609 10 p., 032609.Research output: Contribution to journal › Article › Research › peer review
- 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
- 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
- Published
Strategy Game-Playing with Size-Constrained State Abstraction
Xu, L., Perez-Liebana, D. & Dockhorn, A., 28 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
Xu, L., Liu, Z., Dockhorn, A., Perez-Liebana, D., Wang, J., Song, L. & Bian, J., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Markov Senior: Learning Markov Junior Grammars to Generate User-specified Content
Oguz, M. K. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies
Nübel, C., Dockhorn, A. & Mostaghim, S., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization
Jiwatode, M., Schlecht, L. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Personalized Dynamic Difficulty Adjustment Imitation Learning Meets Reinforcement Learning
Fuchs, R., Gieseke, R. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Preface
Dockhorn, A., Loiacono, D., Mekler, E., Burelli, P. & Jiwatode, M., 5 Aug 2024, 2024 IEEE Conference on Games (CoG). 3 p. (IEEE Conference on Computatonal Intelligence and Games, CIG).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios
Apeldoorn, D., Dockhorn, A. & Panholzer, T., 1 Aug 2024, GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. p. 1-2 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 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