2025
ControlVLA: Few-shot Object-centric Adaptation for Pre-trained Vision-Language-Action Models
CoRL 2025poster
Learning real-world robotic manipulation is challenging, particularly when limited demonstrations are available. Existing methods for few-shot manipulation often rely on simulation-augmented data or pre-built modules like grasping and pose estimation, which struggle with sim-to-real gaps and lack ex…