Roland S Zimmermann

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Contrastive Learning Inverts the Data Generating Process

Contrastive learning with the InfoNCE objective can recover the ground truth latent factors underlying the data.
Roland S Zimmermann, Yash Sharma, Steffen Schneider, Matthias Bethge, Wieland Brendel
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