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sunfanyunn / InfoGraph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)
https://openreview.net/forum?id=r1lfF2NYvH
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what is PriorDiscriminator and GlobalDiscriminator? #1

Closed A-Rain closed 4 years ago

A-Rain commented 4 years ago

I'm curious about the utility of PriorDiscriminator and GlobalDiscriminator, it seems that in your default parameter setting the code set prior=False and does not use PriorDiscriminator to cacluate part of the loss

sunfanyunn commented 4 years ago

I have removed GlobalDiscriminator. They are both experimental codes that are eventually not used nor mentioned in our paper. If you are really curious about them, check out https://github.com/rdevon/DIM