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Handling Invalid Pixels in Convolutional Neural Networks
(Virginia Tech, 2020-05-29)
Most neural networks use a normal convolutional layer that assumes that all input pixels are valid pixels. However, pixels added to the input through padding result in adding extra information that was not initially present. ...