This session will help you understand how self-driving vehicles robustly establish their precise position within HD maps in order to leverage them for safe and efficient autonomous driving. We will cover the broad range of approaches to localization, covering topics as diverse as place recognition, map matching, point cloud registration, as well as the nascent field of neural SLAM.