Graph Neural Networks

Neural networks are remarkably good at processing and drawing conclusions from raw data like images or text. In contrast, it is not yet clear how more processed, high level knowledge can be leveraged to augment traditional end-to-end networks.

HDMaps are a crucial component of modern trajectory forecasting techniques for autonomous driving. Their integration in neural networks is however not completely straightforward and requires further investigation.