Blog posts

Explanation of CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

Published:

Explanation of the paper CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information, ICML 2020.

Explanation of On Variational Bounds of Mutual Information

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Explanation of the paper On Variational Bounds of Mutual Information, ICML 2019.

Explanation of Contrastive Predictive Coding

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Explanation of the paper Representing Learning with Contrastive Predictive Coding, arXiv 2019.

Explanation of Mutual Information Neural Estimation

Published:

Explanation of the paper Mutual Information Neural Estimation, ICML 2018.