Construct · 1 fields · 1 citations

masked autoencoder: a standalone construct

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

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Machine learning

self-supervised vision pretraining in which most image patches are hidden and an encoder-decoder learns to reconstruct the missing pixels.

In machine learning, masked autoencoder refers to self-supervised vision pretraining in which most image patches are hidden and an encoder-decoder learns to reconstruct the missing pixels. This meaning comes from He (2021) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

autoencoder1 fields · 1 citationsanchor · a standalone construct image4 fields · 5 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

He, K., Chen, X., Xie, S., Li, Y., Dollár, P., & Girshick, R. (2021). Masked Autoencoders Are Scalable Vision Learners. arXiv. https://doi.org/10.48550/arxiv.2111.06377

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