8 citations · 8 across the 4 of their papers we have counts for
4 papers
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…
Perceptual misalignment of texture representations in convolutional neural networks
Ludovica de Paolis, Fabio Anselmi, Alessio Ansuini +1
Mathematical modeling of visual textures traces back to Julesz's intuition that texture perception in humans is based on local correlations between image features. An influential a…
Zigzag Persistence of Neural Responses to Time-Varying Stimuli
Yuri Gardinazzi, Alessio Ansuini, Eugenio Piasini +2
We use topological data analysis to study neural population activity in the Sensorium 2023 dataset, which records responses from thousands of mouse visual cortex neurons to diverse…
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks
Paolo Muratore, Sina Tafazoli, Eugenio Piasini +2
Visual object recognition has been extensively studied in both neuroscience and computer vision. Recently, the most popular class of artificial systems for this task, deep convolut…