Direct Action-Head Injection of A Grounded 3D Point Unlocks Spatial and Task Generalization

Shiang-Feng Tsai, Jin-Cheng Jhang, Yen-Ling Tai +4

Vision-Language-Action (VLA) models leverage large-scale vision-language pretraining for flexible robot manipulation, yet at test time they remain brittle along two axes: spatial g…