Knowledge Base

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.

As Deep Learning tackles complex tasks like trajectory forecasting in autonomous vehicles, a number of new challenges emerge. In …

Online High Definition Map (HDMap) estimation from sensors offers a low-cost alternative to manually acquired HDMaps. As such, it …