Dounia Hammou

Do Computer Vision Foundation Models Learn the Low-level Characteristics of the Human Visual System?

Computer vision foundation models, such as DINO or OpenCLIP, are trained in a self-supervised manner on large image datasets. Analogously, substantial evidence suggests that the human visual system (HVS) is influenced by the statistical distribution of colors and patterns in the natural world, chara…