2026
Bring My Cup! Personalizing Vision-Language-Action Models with Visual Attentive Prompting
ICML 2026poster
While Vision-Language-Action (VLA) models generalize well to generic instructions, they struggle with personalized commands such as "bring *my* cup," where the robot must act on one specific instance among visually similar objects. We study this setting of manipulating personal objects, in which a V…