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Tianlv Huang

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#computer vision Preprint Aug 2026

SeMoCo: A Semantic-First Motion Codec for Motion Language Modeling

SeMoCo, a semantic-first motion codec, is introduced together with a dual-axis motion generator for language-conditioned motion generation and $\Omega$-MotionVerse, a large-scale, multi-source human-motion dataset unified under the SOMA representation is constructed.

Tianlv Huang, Hetian Guo, Zi-Yi Cai et al. · 0 citations