Relation-Guided Representation Learning

Zhao Kang
Zhao Kang
Xiao Lu
Xiao Lu
Kun Bai
Kun Bai

NEURAL NETWORKS, pp. 93-102, 2020.

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Abstract:

Deep auto-encoders (DAEs) have achieved great success in learning data representations via the powerful representability of neural networks. But most DAEs only focus on the most dominant structures which are able to reconstruct the data from a latent space and neglect rich latent structural information. In this work, we propose a new repr...More

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