ORBIT: Autoregressive Time Series Generation via Next Frequency-Band Prediction
arXiv:2610.27000v1 Announce Type: new Abstract: Deep generative models provide an effective modern solution to alleviating the problem of data scarcity by synthesizing realistic time series. However, despite the considerable progress achieved by existing deep time series generators, two key challen…
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- 2026-10-21 04:00 · arXiv cs.LG
ORBIT: Autoregressive Time Series Generation via Next Frequency-Band Prediction