The geometry of efficient codes: How rate-distortion trade-offs distort the latent representations of generative models
Fig 2
The figure shows 21 example images in the “corridors” dataset used for this study. Each figure comprises two white corridors, placed at the upper and at the lower parts of the image, with a white horizontal line that is common to all the images. Each corridor is a noisy vertical line of white pixels, whose true center is in one of 13 x positions, coded from 0 (left) to 12 (right). For example, in the first image, the upper corridor is in the position xUC = 0 and the lower corridor is in the position xLC = 12.. The corridor positions are reported on top of each image.