Robotic Visual Instruction
Yanbang Li, Ziyang Gong, Haoyang Li, Xiaoqi Huang, Haolan Kang, Guangping Bai, Xianzheng Ma
2025年份
9顶会引用
摘要
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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引用它的顶会 Paper9
- PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action ModelWenqi Liang, Gan Sun, Yao He, Jiahua Dong 等ICLR 2026 · 被引用 20 次
- MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning SegmentationJiaxin Huang, Runnan Chen, Ziwen Li, Zhengqing Gao 等NeurIPS 2025 · 被引用 18 次
- Diagnose, Correct, and Learn from Manipulation Failures via Visual SymbolsXianchao Zeng, Xinyu Zhou, Youcheng Li, Jiayou Shi 等CVPR 2026 · 被引用 18 次
- From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot ManipulationYajie Li, Bozhou Zhang, Chun Gu, Zipei Ma 等ICML 2026 · 被引用 2 次
- VPN: Visual Prompt NavigationShuo Feng, Zihan Wang, Yuchen Li, Rui Kong 等AAAI 2026 · 被引用 2 次
它引用的顶会 Paper10
- LoRA: Low-Rank Adaptation of Large Language ModelsEdward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu 等ICLR 2022 · 被引用 18,833 次
- Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae LeeNeurIPS 2023 · 被引用 11,349 次
- MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language ModelsDeyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li 等ICLR 2024 · 被引用 3,079 次
- PaLM-E: An Embodied Multimodal Language ModelDanny Driess, Fei Xia, Mehdi S. M. Sajjadi, Corey Lynch 等ICML 2023 · 被引用 2,601 次
- Scaling Open-Vocabulary Object DetectionMatthias Minderer, Alexey A. Gritsenko, Neil HoulsbyNeurIPS 2023 · 被引用 482 次
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