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Jonathan Stroud

2 accepted papers

2023

Pedestrian Crossing Action Recognition and Trajectory Prediction with 3D Human Keypoints

ICRA 2023poster

Accurate understanding and prediction of human behaviors are critical prerequisites for autonomous vehicles, especially in highly dynamic and interactive scenarios such as intersections in dense urban areas. In this work, we aim at identifying crossing pedestrians and predicting their future traject…

Cited by 19SourceScholar
2022

FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework

ACL 2022long

We propose fill-in-the-blanks as a video understanding evaluation framework and introduce FIBER – a novel dataset consisting of 28,000 videos and descriptions in support of this evaluation framework. The fill-in-the-blanks setting tests a model’s understanding of a video by requiring it to predict a…