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cs.AI2024
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network
Johann Schmidt, Frank Dreyer, Sayed Abid Hashimi +1
Traffic signal control plays a crucial role in urban mobility. However, existing methods often struggle to generalize beyond their training environments to unseen scenarios with va…
cs.CY2024
Integrating AI Education in Disciplinary Engineering Fields: Towards a System and Change Perspective
Johannes Schleiss, Aditya Johri, Sebastian Stober
Building up competencies in working with data and tools of Artificial Intelligence (AI) is becoming more relevant across disciplinary engineering fields. While the adoption of tool…
cs.LG2024
Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers
Johann Schmidt, Sebastian Stober
Deep neural networks are applied in more and more areas of everyday life. However, they still lack essential abilities, such as robustly dealing with spatially transformed input si…