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cs.CV2026
Texture Representations in Deep Vision Models: Comparing CNNs, Vision Transformers, and Human Perception
Ludovica de Paolis, Marco Baroni, Alessandro Laio +1
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…
cs.CV2026
Similarity of Processing Steps in Vision Model Representations
Matéo Mahaut, Marco Baroni
Recent literature suggests that the bigger the model, the more likely it is to converge to similar, ``universal'' representations, despite different training objectives, datasets,…