Deep Relational Model: A Joint Probabilistic Model with a Hierarchical Structure for Bidirectional Estimation of Image and Labels

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Summary

In the image recognition experiments, it is observed that the DRM outperformed DNNs even without fine-tuning, and in the image generation experiments, the DRM obtained much more realistic images generated more than those from the other generative models.

Type
article
Published
2018-01-01
Cited by
3
References
23
Access
Open access

Keywords

MNIST database, Computer science, Deep belief network, Boltzmann machine, Artificial intelligence

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