Time-Frequency Geometric Cross-Attention for Chunked Vision-Language-Action Models

Shengye Dong, Haochen Niu, Hao Liu +3

Modern vision-language-action (VLA) policies predict a whole chunk of actions: one to two seconds of coordinated motion emitted in a single forward pass. Yet an action chunk is ess…