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Aug, 2018
自适应跳过间隔: 递归动态模型的时间抽象
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models
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Alexander Neitz, Giambattista Parascandolo, Stefan Bauer, Bernhard Schölkopf
TL;DR
介绍了一种让循环动力学模型在时间上实现抽象的方法 - 自适应跳过间隔(ASI)，使模型在序列预测任务中能够以自己选择的采样率进行预测，提高了计算效率和预测准确性。
Abstract
We introduce a method which enables a
recurrent dynamics model
to be temporally abstract. Our approach, which we call
adaptive skip intervals
(ASI), is based on the observation that in many
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