Construct · 1 fields · 1 citations

contrastive language-image pretraining: a standalone construct

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Computer vision

learning paired image and text encoders by contrasting matched and mismatched image-caption pairs, enabling zero-shot image classification.

In computer vision, contrastive language-image pretraining refers to learning paired image and text encoders by contrasting matched and mismatched image-caption pairs, enabling zero-shot image classification. This meaning comes from Radford (2021) in arXiv.[1]

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Nearby constructs

image4 fields · 5 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs text4 fields · 4 citationsjingle · one word, four fields

References

Radford, A., Kim, J. W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., & Sutskever, I. (2021). Learning Transferable Visual Models From Natural Language Supervision. arXiv. https://doi.org/10.48550/arxiv.2103.00020

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