VLA inference efficiencyIntermediate
FastVLA: Task-Conditioned and Temporally Adaptive Visual Token Compression for Efficient Vision-Language-Action Models
Robot models that read camera images and language spend most of their compute on image tokens they do not need. This preprint drops the unneeded ones step by step without retraining and makes a real Franka arm about 25% faster at nearly the same success rate.