ViT texture representations align with each other and with human psychophysics better than VGG-19 representations, suggesting architecture drives texture coding more than training objective.
From BoW to CNN: Two Decades of Texture Representation for Texture Classification
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Texture Representations in Deep Vision Models: Comparing CNNs, Vision Transformers, and Human Perception
ViT texture representations align with each other and with human psychophysics better than VGG-19 representations, suggesting architecture drives texture coding more than training objective.