Paper Reading #10: Mutual Information Representation Learning

This week’s paper reading was presented by Arun and went over a different approach to representation learning that does not require generative modelling but instead tries to maximise the mutual information between the data and its representation. The link to the paper is below.

Learning deep representations by mutual information estimation and maximization:
https://arxiv.org/abs/1808.06670

Our paper readings take place weekly at the Department of Engineering on Tuesdays 2pm. Hope to see you next week!

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