学习非线性动态模型Learning Nonlinear Dynamic Models |
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课程网址: | https://videolectures.net/videos/icml09_salakhutdinov_lndm |
主讲教师: | Ruslan Salakhutdinov |
开课单位: | 会议 |
开课时间: | 2009-08-26 |
课程语种: | 英语 |
中文简介: | 我们提出了一种学习非线性动态模型的新方法,这导致了一套能够解决其他困难问题的新工具。我们提供的理论表明,这种新方法对于具有长距离结构的模型是一致的,并将该方法应用于运动捕捉和高维视频数据,产生的结果优于标准替代方案。 |
课程简介: | We present a novel approach for learning nonlinear dynamic models, which leads to a new set of tools capable of solving problems that are otherwise difficult. We provide theory showing this new approach is consistent for models with long range structure, and apply the approach to motion capture and high-dimensional video data, yielding results superior to standard alternatives. |
关 键 词: | 非线性; 动态模型; 高维视频数据 |
课程来源: | 视频讲座网 |
数据采集: | 2025-04-25:liyq |
最后编审: | 2025-04-25:liyq |
阅读次数: | 8 |