Stable and Fast Deep Mutual Information Maximization Based on Wasserstein Distance

Stable and Fast Deep Mutual Information Maximization Based on Wasserstein Distance

Deep learning is one of the most exciting and promising techniques in the field of artificial intelligence (AI), which drives AI applications to be more intelligent and comprehensive. However, existing deep learning techniques usually require a large amount of expensive labeled data, which limit the...

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Bibliographic Details
Main Authors: Xing He, Changgen Peng, Lin Wang, Weijie Tan, Zifan Wang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Entropy
Subjects:
machine learning
deep learning
unsupervised learning
encoder network
mutual information estimation
Online Access:https://www.mdpi.com/1099-4300/25/12/1607

Internet

https://www.mdpi.com/1099-4300/25/12/1607

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