S-VAM: Shortcut Video-Action Model by Self-Distilling Geometric and Semantic Foresight

arXiv · 2026-03-17 · Low-Level Learning-Based Action Modelling / Input Modelling / 2D Vision Language Action Models with Auxiliary Tasks - World Model & Visual Prediction / Visual/State Prediction/Generation