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Generative-Discriminative Complementary Learning

The majority of state-of-the-art deep learning methods are discriminative approaches, which model the conditional distribution of labels given inputs features. The success of such approaches heavily depends on high-quality labeled instances, which are not easy to obtain, especially as the number of...

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Bibliografiske detaljer
Udgivet i:Proc AAAI Conf Artif Intell
Main Authors: Xu, Yanwu, Gong, Mingming, Chen, Junxiang, Liu, Tongliang, Zhang, Kun, Batmanghelich, Kayhan
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7494202/
https://ncbi.nlm.nih.gov/pubmed/32944410
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1609/aaai.v34i04.6126
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