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GALA：高斯混合形状蒸馏实现实时Avatar动画

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2026-10-02，arXiv 发表 Human-Computer Interaction 论文《One Basis to Animate Them All: Gaussian Blendshape Distillation for Real-Time Avatars》。该方法（GALA）用身份无关的 blendshape 线性组合近似预训练 avatar 动画，通过浅层 MLP 预测系数并线性混合，替代逐帧重型神经解码，以实现实时 Avatar 动画。

Generated from reports · updated 2 hr ago

LatestOct 2
2026-10-02 arXiv 发布 GALA 相关论文，介绍其用 blendshape 蒸馏与浅层 MLP 实现实时 Avatar 动画的方法。

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Oct 2, 2026
  1. arXiv · Human-Computer Interaction
    One Basis to Animate Them All: Gaussian Blendshape Distillation for Real-Time Avatars

    summary_zh: GALA 通过线性组合身份无关的 blendshape 近似预训练 avatar 模型的动画，用浅层 MLP 预测系数并线性混合，替代逐帧重型神经解码。

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