Stage-Diff generates long multivariate time series in stages, decomposing each stage into multi-scale trends and using multi-channel convolution to carry information between stages.
Psa-gan: Progressive self attention gans for synthetic time series
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Stage-Diff: Stage-wise Long-Term Time Series Generation Based on Diffusion Models
Stage-Diff generates long multivariate time series in stages, decomposing each stage into multi-scale trends and using multi-channel convolution to carry information between stages.