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An Image Dataset for Causal Analysis in Disentangled Representations

License: Creative Commons Attribution 4.0 International

disentanglement causality computer-vision deep-learning

candle's People

Stargazers

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candle's Issues

Observed confounder, Realism of the data

Hi,

Thanks for providing the dataset. I have two questions.

  1. I have briefly examined the dataset. Is the bounds an observed confounder as depicted by the ground truth? What are the unobserved confounders in this dataset?

Observed confounding

Screenshot 2024-04-17 at 3 53 21 PM

I have some questions regarding the observed confounders in the data. There seem to be no large objects that are not torus in the data. So are the first two observed confounding in CANDLE as shown in the paper irrelevant?

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