The present methods of image style transfer lack the ability to express the image content, which leads to the poor quality and lack of diversity of stylized images. This paper proposes a style ...

In unsupervised medical image registration, encoder-decoder architectures are widely used to predict dense, full-resolution displacement fields from paired images. Despite their popularity, we ...

Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation We present a generic image-to-image translation framework, pixel2style2pixel (pSp). Our pSp framework is based on a novel encoder ...

These scripts encode and decode books (or any other text) into and back from pixelated images. Each character from within the input text is assigned a color value. Every pixel within the image ...

In this paper, we have proposed an effective stacked convolutional auto-encoder that integrates a selective kernel attention mechanism for image classification. This model is based on a fully ...

Probably the most important bit is that both the encoder and decoder comply with "the original JPEG standard and its most conventional 8-bit formalism".