Simultaneously Improve Transferability and Discriminability for Adversarial Domain Adaptation

Although adversarial domain adaptation enhances feature transferability, the feature discriminability will be degraded in the process of adversarial learning. Moreover, most domain adaptation methods only focus on distribution matching in the feature space; however, shifts in the joint distributions...

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Detalles Bibliográficos
Autores principales: Xiao, Ting, Fan, Cangning, Liu, Peng, Liu, Hongwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775043/
https://www.ncbi.nlm.nih.gov/pubmed/35052070
http://dx.doi.org/10.3390/e24010044

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775043/
https://www.ncbi.nlm.nih.gov/pubmed/35052070
http://dx.doi.org/10.3390/e24010044

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