Latent-Centroid Steering: Single-Pass Classifier-Free Guidance for Command-Aligned Autonomous Driving

Researchers have introduced Latent-Centroid Steering, a method designed to improve how vision-language models translate navigation instructions into driving trajectories. By integrating classifier-free guidance into a single-pass framework, the approach aims to enhance the alignment between high-level commands and the specific movements executed by autonomous vehicles.