MEML: A Deep Data Augmentation Method by Mean Extrapolation in Middle Layers

Data augmentation, generating new data that are similar but not same with the original data by making a series of transformations to the original data, is one of the mainstream methods to alleviate the problem of insufficient data. Instead of augmenting input data, this paper proposes a method for a...

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Autores principales: Dongchen Liu, Lun Zhang, Xiansen Jiang, Caixia Su, Yufeng Fan, Yongfeng Cao
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/434a0ebb58f24674a9e21dac64037db1
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