Construct · 1 fields · 1 citations

platonic representation hypothesis: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

the proposal that representations in different models and modalities are converging toward a shared statistical model of reality.

In machine learning, platonic representation hypothesis refers to the proposal that representations in different models and modalities are converging toward a shared statistical model of reality. This meaning comes from Huh (2024) in arXiv.[1]

Unit
Recovery means
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Nearby constructs

hypothesis2 fields · 2 citationsjingle · one word, two constructs learning6 fields · 14 citationsjingle · one name, six constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Huh, M., Cheung, B., Wang, T., & Isola, P. (2024). The Platonic Representation Hypothesis. arXiv. https://doi.org/10.48550/arxiv.2405.07987

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