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Feb, 2025
复合感知语义注入用于文本到运动生成
CASIM: Composite Aware Semantic Injection for Text to Motion Generation
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Che-Jui Chang, Qingze Tony Liu, Honglu Zhou, Vladimir Pavlovic, Mubbasir Kapadia
TL;DR
本研究解决了当前文本到运动生成中有效利用文本信息的问题。提出的复合感知语义注入机制(CASIM)通过复合感知语义编码器和文本-运动对齐器,提高了生成运动的质量和可控性,尤其在运动控制精度和对未见文本的泛化能力方面表现出色。
Abstract
Recent advances in
Generative Modeling
and tokenization have driven significant progress in
Text-to-Motion Generation
, leading to enhanced quality and realism in generated motions. However, effectively leveraging
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