Generative adversarial networks in time series: A systematic literature review

E Brophy, Z Wang, Q She, T Ward - ACM Computing Surveys, 2023 - dl.acm.org
Generative adversarial network (GAN) studies have grown exponentially in the past few
years. Their impact has been seen mainly in the computer vision field with realistic image …

Generative adversarial networks in time series: a systematic literature review

E Brophy, Q She, Z Wang, TE Ward - ACM Computing Surveys, 2023 - doras.dcu.ie
Generative adversarial network (GAN) studies have grown exponentially in the past few
years. Their impact has been seen mainly in the computer vision field with realistic image …

[PDF][PDF] Generative Adversarial Networks in Time Series: A Systematic Literature Review

E BROPHY, Z WANG, QI SHE, T WARD - 2023 - qi-she.net
This review article is designed for those interested in generative adversarial networks
(GANs) applied to time series data generation. We provide a review of current state-of-the …