
StiefelGen proposes a novel approach to time series data augmentation by leveraging the Stiefel manifold, allowing for precise control over signal perturbations. The method offers flexibility in emphasizing noise or basis function deformations, tailored to specific data generation needs.


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StiefelGen-Time-Series-Data-Augmentation-Approach


StiefelGen: Time Series Data Augmentation Approach


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Proposing a methodology for time series data augmentation using the Stiefel manifold to address limitations in existing approaches.


stiefelgen-a-method-for-time-series-data-augmentation


StiefelGen: A Method for Time Series Data Augmentation
