Marah Halawa

Action-Based Contrastive Learning for Trajectory Prediction

"Trajectory prediction is an essential task for successful human robot interaction, such as in autonomous driving. In this work, we address the problem of predicting future pedestrian trajectories in a first person view setting with a moving camera. To that end, we propose a novel action-based contr…