Boris Ivanovic*

Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention

"Understanding road geometry is a critical component of the autonomous vehicle (AV) stack. While high-definition (HD) maps can readily provide such information, they suffer from high labeling and maintenance costs. Accordingly, many recent works have proposed methods for estimating HD maps online fr…