Fractionally Strided Convolution

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Fractionally strided convolutions

Fractionally strided convolutions, sometimes referred to as deconvolutions, transpose images, typically from a minimized format to a larger one. Imagine an image that has been reduced to a 2x2 pixel format. To transpose the image up to a larger format, a fractionally strided convolution reconstructs the image's spatial resolution, then performs the convolution.

Source : DeepAI.org