Frank Mueller

CLAIRE: Enabling Continual Learning for Real-time Autonomous Driving with a Dual-head Architecture

2022

Autonomous vehicles rely on a pre-trained object detector to perceive surroundings. However, when never seen before scenarios are encountered, late decisions may result in hard braking due to perceived threats. Image sequences leading to such …