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cs.CV 1

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2026 1

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UNVERDICTED 1

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Universal Skeleton Understanding via Differentiable Rendering and MLLMs

cs.CV · 2026-03-18 · unverdicted · novelty 7.0

SkeletonLLM translates arbitrary skeleton sequences into visual image sequences via a differentiable renderer DrAction, allowing MLLMs to perform open-vocabulary action recognition, captioning, and QA across heterogeneous skeleton formats.

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  • Universal Skeleton Understanding via Differentiable Rendering and MLLMs cs.CV · 2026-03-18 · unverdicted · none · ref 5

    SkeletonLLM translates arbitrary skeleton sequences into visual image sequences via a differentiable renderer DrAction, allowing MLLMs to perform open-vocabulary action recognition, captioning, and QA across heterogeneous skeleton formats.