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Author

Xin Guo

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Jul 2026

PaMG: adaptive part-based motion generation and editing from text

PaMG is introduced, a framework that leverages the local features of body part motions, achieving better performance in both global and local text-driven human motion generation and editing and validating the effectiveness of the approach.

Xin Guo, Yifan Zhao, Jia Li · 0 citations
Jul 2026

Generation in Generation: Fluid Co-Speech Gesture Synthesis With Generative Continuous Quantization

Motion quantization codebooks have been widely adopted to facilitate co-speech motion generation. However, the conventional quantization-based generation paradigm—which relies on probabilistic token sampling from limited discrete codebooks—suffers from two major limitations: crude, unreasonable motion representations a...

Jialu Li, Yifan Zhao, Xin Guo et al. · 0 citations

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