Construct · 1 fields · 1 citations

Barlow Twins: a standalone construct

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

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Machine learning

self-supervised learning that makes the cross-correlation between embeddings of two distorted views close to the identity, reducing redundancy between features.

In machine learning, Barlow Twins refers to self-supervised learning that makes the cross-correlation between embeddings of two distorted views close to the identity, reducing redundancy between features. This meaning comes from Zbontar (2021) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

identity6 fields · 14 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs redundancy4 fields · 5 citationsjingle · one word, four constructs

References

Zbontar, J., Jing, L., Misra, I., LeCun, Y., & Deny, S. (2021). Barlow Twins: Self-Supervised Learning via Redundancy Reduction. arXiv. https://doi.org/10.48550/arxiv.2103.03230

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