Jesse Read
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126
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ML×1AI×1
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2026
STEP: Learning STructured Embeddings for Progressive Time Series
The paper introduces STEP, a self-supervised method that learns interpretable, structured embeddings for progressive time series, allowing the state progression and active mode to be read out using polar coordinates.
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