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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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 |