Construct · 1 fields · 1 citations

effective receptive field: a standalone construct

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Computer vision

the portion of a convolutional unit's theoretical receptive field that actually influences it, which is roughly Gaussian and much smaller than the theoretical one.

In computer vision, effective receptive field refers to the portion of a convolutional unit's theoretical receptive field that actually influences it, which is roughly Gaussian and much smaller than the theoretical one. This meaning comes from Luo (2017) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

field3 fields · 5 citationsjingle · one word, three constructs receptive field1 fields · 1 citationsanchor · a standalone construct unit2 fields · 2 citationsjingle · one word, two constructs

References

Luo, W., Li, Y., Urtasun, R., & Zemel, R. (2017). Understanding the Effective Receptive Field in Deep Convolutional Neural Networks. arXiv. https://doi.org/10.48550/arxiv.1701.04128

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