SigDiffusions

WaveletDiff framework generates synthetic time series using wavelet coefficients

Researchers have developed WaveletDiff, a novel framework for generating synthetic time series data by training diffusion models on wavelet coefficients. This approach leverages the multi-resolution structure of time se…