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News/In-Context Model Predictive Generation: Open-Vocabulary Motion Synthesis from Language Models to Physics
arxiv
PublishedJune 26, 2026 at 4:00 AM

In-Context Model Predictive Generation: Open-Vocabulary Motion Synthesis from Language Models to Physics

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arXiv:2606.26981v1 Announce Type: cross Abstract: Synthesizing human motion from textual descriptions is essential for immersive digital applications, yet existing methods face a persistent trade-off between semantic fidelity and physical realism. Large language model (LLM)-based approaches can inte

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