Search Results for author: Guanyu Song

Found 2 papers, 2 papers with code

Producing and Leveraging Online Map Uncertainty in Trajectory Prediction

1 code implementation25 Mar 2024 Xunjiang Gu, Guanyu Song, Igor Gilitschenski, Marco Pavone, Boris Ivanovic

High-definition (HD) maps have played an integral role in the development of modern autonomous vehicle (AV) stacks, albeit with high associated labeling and maintenance costs.

Trajectory Forecasting

trajdata: A Unified Interface to Multiple Human Trajectory Datasets

2 code implementations NeurIPS 2023 Boris Ivanovic, Guanyu Song, Igor Gilitschenski, Marco Pavone

The field of trajectory forecasting has grown significantly in recent years, partially owing to the release of numerous large-scale, real-world human trajectory datasets for autonomous vehicles (AVs) and pedestrian motion tracking.

Autonomous Vehicles Motion Forecasting +1

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