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IMLE-VLA: Fast Single-Step Action Generation for Vision-Language-Action Policies

Hosseinkhani, Kian et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitioni-2-6i-2-9robotics
Vision-language-action (VLA) policies leverage pretrained vision-language backbones to achieve strong cross-task generalization. A leading design couples this backbone with a dedicated continuous action head trained via diffusion or flow matching. However, such heads rely on iterative multi-step sam
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