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Generative Adversarial Training for Supervised and Semi-supervised Learning

Neural networks have played critical roles in many research fields. The recently proposed adversarial training (AT) can improve the generalization ability of neural networks by adding intentional perturbations in the training process, but sometimes still fail to generate worst-case perturbations, th...

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Detalles Bibliográficos
Autores principales: Wang, Xianmin, Li, Jing, Liu, Qi, Zhao, Wenpeng, Li, Zuoyong, Wang, Wenhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8988301/
https://www.ncbi.nlm.nih.gov/pubmed/35401139
http://dx.doi.org/10.3389/fnbot.2022.859610