most citedSelf-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask

27 citations · 27 across the 1 of their papers we have counts for

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1 paper

cs.LG2024★ 27 cited

Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask

Zineb Senane, Lele Cao, Valentin Leonhard Buchner +6

Time Series Representation Learning (TSRL) focuses on generating informative representations for various Time Series (TS) modeling tasks. Traditional Self-Supervised Learning (SSL)…