Contributions
Introducing Monge-GPs: A new class of physics-informed Gaussian Processes (extended abstract)
- Johanna Moser
- Christopher Albert
- Sascha Ranftl
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 295-298
Joint Bayesian Inference on Lagrangian Physics and Trajectories
- Michael Obermayr
- Robert Peharz
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 299-304
Stabilizing PINNs: A regularization scheme for PINN training to avoid unstable fixed points of dynamical systems
- Miloš Babić
- Franz Rohrhofer
- Bernhard Geiger
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 305-313
Derivative-Enhanced Training for Data-efficient Surrogate Modeling
- Paul Horvath
- Marian Staggl
- Stefan Posch
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 314-322
Towards a PIRL framework for efficient airflow diffuser design
- Alfredo Lopez
- Florian Sobieczky
- Christopher Lackner
- Matthias Hochsteger
- Bernhard Scheichl
- Helmuth Sobieczky
- Christoph Feichtinger
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 323-328
Understanding the Role of Domain Knowledge in Bayesian Optimization under Small-Data Constraints
- Bernd Schuscha
- Franz Rohrhofer
- Bernhard Geiger
- Daniel Scheiber
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 329-332
Equayes - Democratizing Probabilistic Model Construction and Exploration with automatic Equation to Bayesian Model transformation
- Christian Findenig
- Manfred Mücke
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 338-342
ZeroShop: Automated Metric Mesh Generation for Zero-Shot 6D Object Pose Estimation
- Stefan Lechner
- Philipp Ausserlechner
- Markus Vincze
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 349-362
1D Profiles vs. Spectral Images: A Comparative Study of Machine Learning Models for Mineral and Rock Classification
- Sai Puneeth Reddy Gottam
- Martin Johannes Findl
- Robert Galler
- Klaus Philipp Sedlazeck
- Elmar Rueckert
2026-04-10 Proceedings of the Austrian Symposium on AI, Robotics, and Vision 2026 • 363-366