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Conditional Predictive Sufficient Statistics for Visual Representation Learning

arXiv:2609.30647v1 Announce Type: new Abstract: A useful visual representation is a statistic of the observed past that retains the latent factors shared with the future and discards patch-private noise. We formalize this requirement as a conditional predictive sufficient statistic (CPSS). Under a…

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  1. 2026-09-28 04:00 · arXiv cs.CV
    Conditional Predictive Sufficient Statistics for Visual Representation Learning

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