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Mingquan Liu

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Spike-driven Vision-Language-Action Model

Shuai Wang, Malu Zhang, Mingquan Liu وآخرون · 2026

Vision-language-action (VLA) models bridge multimodal understanding and robotic control, advancing the dominant paradigm for embodied intelligence. However, most existing models rely on large Transformers, whose latency and energy costs hinder deployment on resource-constrained platforms. Through sparse event-driven co …

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