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20162019
most citedReal-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

211 citations · 474 across the 5 of their papers we have counts for

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cs.CV2017★ 143 cited

Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize

Andrew Aitken, Christian Ledig, Lucas Theis +3

The most prominent problem associated with the deconvolution layer is the presence of checkerboard artifacts in output images and dense labels. To combat this problem, smoothness c…