DCI metric: different length of latent codes

google-research / disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

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DCI metric: different length of latent codes #29

Closed betterze closed 4 years ago

betterze commented 4 years ago

Dear Google research group:

Thanks for the great implement, I have a related question.

In DCI metric, dose the dimention D of code C (in 2 THEORETICAL FRAMEWORK of the paper) affect the output number? If so, how it affect disentanglement, completeness and informativeness? Can I use this metric to compare two latent codes with different length?

Thank you very much for your help.

Best Wishes,

Alex