Sai Yalamanchi

Ellipse Loss for Scene-Compliant Motion Prediction

Motion prediction is a critical part of self-driving technology, responsible for inferring future behavior of traffic actors in autonomous vehicle’s surroundings. In order to ensure safe and efficient operations, prediction models need to output accurate trajectories that obey the map constraints. I…