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Christoph Rist

2 accepted papers

2026

Learning Location-Specific Latent Behavior Priors for Occupancy Prediction in Automated Driving

ICRA 2026poster

Performance in automated driving tasks improves significantly with the incorporation of location-specific prior knowledge. This is because agent behavior usually strongly correlates with location features. A common example is the strong tendency of vehicles to follow their lane, but less obvious int…

Cited by 0Scholar
2025

Evidential Uncertainty Estimation for Multi-Modal Trajectory Prediction

IROS 2025

Accurate trajectory prediction is crucial for autonomous driving, yet uncertainty in agent behavior and perception noise makes it inherently challenging. While multi-modal trajectory prediction models generate multiple plausible future paths with associated probabilities, effectively quantifying unc

Cited by 5SourceScholar