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MIG mutual information gap? #3

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sharonzhou opened this issue May 31, 2020 · 2 comments
Closed

MIG mutual information gap? #3

sharonzhou opened this issue May 31, 2020 · 2 comments

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@sharonzhou
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How well do you perform on dSprites using the mutual information gap (MIG)? I'd expect this to do well, so would love to see results.
@fjxmlzn
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fjxmlzn commented Jun 11, 2020

Hi, I just uploaded our code for computing MIG, FactorVAE metric, BetaVAE metric, SAP, Explicitness, Modularity, DCI, and dHSIC. The instructions on how to use it are in README. The metric numbers we get will soon be available in ICML camera ready.

@fjxmlzn
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fjxmlzn commented Jun 27, 2020

We have just updated the metric numbers (including MIG) in the arxiv version: https://arxiv.org/abs/1906.06034. It is also available in the readme.

@fjxmlzn fjxmlzn closed this as completed Jun 27, 2020
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@sharonzhou @fjxmlzn