Autonomous Driving

Scaling Laws of Motion Forecasting and Planning

Scaling behavior for motion forecasting and planning models in autonomous driving.

MoST: Multi-modality Scene Tokenization for Motion Prediction

Multi-modality scene tokenization for motion prediction.

Scaling Motion Forecasting Models with Ensemble Distillation

Distillation methods for scaling motion forecasting models.

WOMD-LiDAR: Raw Sensor Dataset Benchmark for Motion Forecasting

A raw sensor benchmark for motion forecasting.

MotionLM: Multi-Agent Motion Forecasting as Language Modeling

Multi-agent motion forecasting as language modeling.

Wayformer: Motion Forecasting via Simple and Efficient Attention Networks

Efficient attention architecture for motion forecasting.

Narrowing the Coordinate-Frame Gap in Behavior Prediction Models

Distillation for efficient and accurate scene-centric motion forecasting.