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Multichannel One-Dimensional Data Augmentation with Generative Adversarial Network

Data augmentation is one of the most important problems in deep learning. There have been many algorithms proposed to solve this problem, such as simple noise injection, the generative adversarial network (GAN), and diffusion models. However, to the best of our knowledge, these works mainly focused...

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Detalles Bibliográficos
Autores principales: Kosasih, David Ishak, Lee, Byung-Gook, Lim, Hyotaek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10536615/
https://www.ncbi.nlm.nih.gov/pubmed/37765750
http://dx.doi.org/10.3390/s23187693