Attention Augmented Convolutional Networks

    Irwan Bello
    Irwan Bello
    Barret Zoph
    Barret Zoph
    Ashish Vaswani
    Ashish Vaswani

    International Conference on Computer Vision, pp. 3286-3295, 2019.

    Cited by: 0|Bibtex|Views27|Links
    EI

    Abstract:

    Convolutional networks have been the paradigm of choice in many computer vision applications. The convolution operation however has a significant weakness in that it only operates on a local neighborhood, thus missing global information. Self-attention, on the other hand, has emerged as a recent advance to capture long range interactions,...More

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