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arXiv — cs.AI

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The Layer Mystery of VLA: An Information-Theoretical Analysis of VLA Latent Interface

arXiv:2609.36118v1 Announce Type: new Abstract: Vision-language-action (VLA) policies connect a pretrained vision-language backbone to an action head through a latent interface, but which backbone layers this interface should expose remains unclear. We study single-layer…

arXiv — cs.AIBy: Yuxiang Liu, Lizhi Yang, Fengze Xie, Aaron Ames, Yisong YueSeptember 30, 2026 (Sep 30)
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  • arXiv:2609.36118v1 Announce Type: new Abstract: Vision-language-action (VLA) policies connect a pretrained vision-language backbone to an action head through a latent interface, but which backbone layers this interface should expose remains unclear
  • We study single-layer…
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The Layer Mystery of VLA: An Information-Theoretical Analysis of VLA Latent Interface

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