Abteilungsleiter
Telefon:
+49 711 685 88122
Forschungsbereiche
| Bereich | Abteilung |
| Combining discrete probability distributions and Deep Learning | AC, MLS |
| Computer Vision | ISP |
| Constrained Learning | IS |
| Explainable AI | AC, MLS |
| Generative Modeling | AC, MLS |
| Geometric Deep Learning | AC, MLS |
| Graph Machine Learning | AC, MLS |
| Graph Neural Networks | AC, MLS, IS |
| Intelligent Human-Computer Interaction | AC |
| Intelligent Vehicles | AC, ISP |
| Knowledge Graphs | AC, MLS |
| Machine Learning and Simulation | AC, MLS, IS |
| Machine Learning for Natural Language Processing | AC, MLS |
| Machine Learning and Combinatorial Optimization | MLS |
| Multimodal Human Acitivty Analysis | ISP |
| Open-Set-, Open-Domain- and Uncertainty-aware Recognition | ISP |
| Optimization | IS |
| Physics-based Machine Learning | AC, MLS, IS |
| Reflection on Web, AI and Society | AC |
| Reinforcement Learning | IS |
| Resource- and Data-efficient Recognition | ISP |
| Robust Machine Learning | IS |
| Semantic Digital Twins | AC |
| Signal Processing | IS |
| Time Series Analysis | AC |
Anwendungen
| Bereich | Abteilung |
| NLP for Biomedical applications | AC |
| Knowledge Graphs and Semantic Digital Twins for Architecture, Engineering, and Construction | AC |
| Knowledge Graphs and Semantic Digital Twins for Engineering Design and Production | AC |
| Knowledge Graphs for Intelligent Vehicles | AC |
| Applications for Health Monitoring, Physiological Analysis and Medical Diagnostics | ISP |
| Machine Learning for Molecules | MLS |
| Machine Learning for Physical Systems | MLS |
| Machine Learning for (Bio-) Medical Applications | MLS |
