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Identifying Hidden State Variables from Video by Song He is a document available to read on EtoBox.
What is Identifying Hidden State Variables from Video about?
The document presents a novel method for identifying hidden state variables in physical systems using video data, overcoming limitations of existing data-driven approaches. By employing a two-stage process involving a neural network, the method estimates the intrinsic dimension of the system and discovers corresponding state variables, termed Neural State Variables. This approach aims to enhance understanding and prediction of complex dynamical systems without prior knowledge of their underlying physics.
- Author
- Song He
- Language
- EN