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CVPR2025Top-tier venue

Robotic Visual Instruction

Yanbang Li, Ziyang Gong, Haoyang Li, Xiaoqi Huang, Haolan Kang, Guangping Bai, Xianzheng Ma

2025Year
9Top-tier citations

Abstract

Figure 1. (Left) Robotic visual instruction is a hand-drawn approach for commanding robots, utilizing circles and arrows to convey task definition. In long-horizon tasks, green and blue sketches denote the first and second task steps, respectively. (Right) It illustrates the action sequences output via VIEW. Our method exhibits robust generalization to real-world manipulation tasks, including (a) trajectory-following tasks, (b) cluttered environments with disturbances, and (c) multi-step operations.

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