FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models

Kewei Chen, Yayu Long, Shuai Li +1

The powerful generalization of Vision-Language-Action (VLA) models is bottlenecked by their heavy reliance on massive, redundant, and unevenly valued datasets, hindering their wide…