2026
NovaFlow: Zero-Shot Manipulation Via Actionable Flow from Generated Videos
ICRA 2026poster
Enabling robots to execute novel manipulation tasks zero-shot is a central goal in robotics. Most existing methods assume in-distribution tasks or rely on fine-tuning with embodiment-matched data, limiting transfer across platforms. We present NovaFlow, an autonomous manipulation framework that conv…