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Cheol Park

2 accepted papers

2022

JFP: Joint Future Prediction with Interactive Multi-Agent Modeling for Autonomous Driving

CoRL 2022poster

We propose \textit{JFP}, a Joint Future Prediction model that can learn to generate accurate and consistent multi-agent future trajectories. For this task, many different methods have been proposed to capture social interactions in the encoding part of the model, however, considerably less focus has…

Cited by 44SourceScholar
2022

Narrowing the coordinate-frame gap in behavior prediction models: Distillation for efficient and accurate scene-centric motion forecasting

ICRA 2022poster

Behavior prediction models have proliferated in recent years, especially in the popular real-world robotics application of autonomous driving, where representing the distribution over possible futures of moving agents is essential for safe and comfortable motion planning. In these models, the choice…

Cited by 13SourceScholar