Tactile Modality Fusion for Vision-Language-Action Models
TacFiLM is a lightweight post-training fusion method that conditions a VLA’s intermediate visual features on pretrained tactile representations through feature-wise linear modulation, improving success rate, completion time, and force stability on contact-rich insertion and drawer-opening tasks.