Original paper

Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping

Published: Jun 1, 2019
Abstract
Many time-series classification problems involve developing metrics that are invariant to temporal misalignment. In human activity analysis, temporal misalignment arises due to various reasons including differing initial phase, sensor sampling rates, and elastic time-warps due to subject-specific biomechanics. Past work in this area has only looked at reducing intra-class variability by elastic temporal alignment. In this paper, we propose a...
Paper Details
Title
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping
Published Date
Jun 1, 2019
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