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cs.CV2026
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…
cs.CV2023
Blending adversarial training and representation-conditional purification via aggregation improves adversarial robustness
Emanuele Ballarin, Alessio Ansuini, Luca Bortolussi
In this work, we propose a novel adversarial defence mechanism for image classification - CARSO - blending the paradigms of adversarial training and adversarial purification in a s…