Partial convolution weights convolutions with binary masks and renormalizes on valid pixels. It was originally proposed for image inpainting task because a corrupted image processed by a standard ...

Recently deep learning-based methods have been widely used in various aspects of image processing, with remarkable results for the challenging task of filling large areas of missing images. These ...