See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations

See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations

8 December 2025

Guangyan Chen

Meiling Wang

Qi Shao

Zichen Zhou

Weixin Mao

Te Cui

Minzhao Zhu

Yinan Deng

Luojie Yang

Zhanqi Zhang

Yi Yang

Hua Chen

Yufeng Yue

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