Self-Supervised Learning of a Biologically-Inspired Visual Texture Model

Nikhil Parthasarathy, Eero P. Simoncelli

We develop a model for representing visual texture in a low-dimensional feature space, along with a novel self-supervised learning objective that is used to train it on an unlabele…