Construct · 1 fields · 1 citations

bootstrap your own latent: a standalone construct

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Machine learning

self-supervised learning in which an online network predicts a slowly averaged target network's representation of another view of the same image, with no negative pairs.

In machine learning, bootstrap your own latent refers to self-supervised learning in which an online network predicts a slowly averaged target network's representation of another view of the same image, with no negative pairs. This meaning comes from Grill (2020) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

bootstrap3 fields · 3 citationsjingle · one word, three constructs image4 fields · 5 citationsjingle · one word, four constructs latent4 fields · 6 citationsjingle · one word, four constructs

References

Grill, J., Strub, F., Altché, F., Tallec, C., Richemond, P. H., Buchatskaya, E., Doersch, C., Pires, B. A., Guo, Z. D., Azar, M. G., Piot, B., Kavukcuoglu, K., Munos, R., & Valko, M. (2020). Bootstrap your own latent: A new approach to self-supervised Learning. arXiv. https://doi.org/10.48550/arxiv.2006.07733

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