RT-LTP: Real-Time Latent Trajectory Prediction via Efficient Online Adaptation

Abstract

RT-LTP reformulates trajectory forecasting as a latent-space alignment problem, enabling efficient online adaptation for real-time deployment. It achieves up to 54% faster adaptation and 9.9% higher accuracy across multiple autonomous driving benchmarks.

Authors

Jierui Peng, et al.

Year

2025