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20232026
most citedUtilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series

3 citations · 9 across the 7 of their papers we have counts for

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cs.LG2023★ 2 cited

Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs

Ilan Naiman, N. Benjamin Erichson, Pu Ren +2

Generating realistic time series data is important for many engineering and scientific applications. Existing work tackles this problem using generative adversarial networks (GANs)…