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SGPLVM:具有共享潜在空间的高斯过程潜在变量模型 (SGPLVM)
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2021-07-02
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SGPLVM 具有共享潜在空间的高斯过程潜在变量模型 (SGPLVM) 发布信息 除了下载 SGPLVM 软件外,您还需要安装工具箱。 例子 SGP-LVM >> demSgplvm 演示脚本使用随机数据或人体运动的合成示例创建三种不同类型的共享 GP-LVM 模型。 >> sgplvm_model_type = ' mlmi2008 ' ; >> data_type = ' human ' ; 运动示例是通过围绕其自己的轴逆时针和顺时针旋转静态姿势来创建的,但使用相同的描述符,这在视平面中引入了关于航向方向的歧义。 创建的 SGP-LVM 模型有一个五维潜在空间,每个观察空间有两个私有方向和一个共享方向。 该模型使用 NCCA 合并进行初始化。 NCCA 合并用于初始化 SGP-LVM 模型的内核矩阵。 单峰轮廓。 双峰轮廓 SGP-LVM FOLS >> dem_s
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