arxivcs.CV2026-07-09
Texture Representations in Deep Vision Models: Comparing CNNs, Vision Transformers, and Human Perception
Ludovica de Paolis, Marco Baroni, Alessandro Laio, Eugenio Piasini
In computational vision science, Convolutional Neural Networks (CNNs) have emerged as a popular model of biological vision because of the alignment they can exhibit with neural and behavioral data in humans and animals. However, it remains unclear to what extent this alignment pe…