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The Platonic Representation Hypothesis Minyoung Huh * 1 Brian Cheung * 1 Tongzhou Wang * 1 Phillip Isola * 1 Abstract We argue that representations in AI models, par- ticularly deep networks, are converging. First, we survey many examples of convergence in the lit- erature: over time and across multiple domains, the ways by which different neural networks rep-
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2024-06-12
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Author:
Minyoung Huh, Brian Cheung, Tongzhou Wang, Phillip Isola
CreationDate:
2024-05-14T01:26:36+00:00
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LaTeX with hyperref
Keywords:
Machine Learning, Representation, Artificial Intelligence, Multimodality
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2024-05-14T01:26:36+00:00
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This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023) kpathsea version 6.3.5
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Proceedings of the International Conference on Machine Learning 2024
Title:
The Platonic Representation Hypothesis
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26
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