This is a fairly common form of data leakage.https://twitter.com/joshspero/status/1421365417558282241 …
https://www.technologyreview.com/2021/07/30/1030329/machine-learning-ai-failed-covid-hospital-diagnosis-pandemic/ …
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Looks like a ‘textbook example’ of NN learning spurious correlations that do not generalize to new data
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On the dangers of spurious correlations: https://ff13.fastforwardlabs.com/#causality-and-invariance …
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I noticed that art generators using clip also tend to produce a lot of logos because the encoders are rewarded for image to text in the dataset
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Agreed but I have a much stronger opinionhttps://twitter.com/A_K_Nain/status/1421861216004153344?s=19 …
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The font of AI knowledge
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I thought "data leakage" is presence of Val data in train data only. What are different types of "data leakage"?
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