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Jesus Malo

2 accepted papers

2025

The Art of Deception: Color Visual Illusions and Diffusion Models

CVPR 2025poster

Visual illusions in humans arise when interpreting out-of-distribution stimuli: if the observer is adapted to certain statistics, perception of outliers deviates from reality. Recent studies have shown that artificial neural networks (ANNs) can also be deceived by visual illusions.This revelation ra…

Cited by 0SourcePDFScholar
2022

On the relation between statistical learning and perceptual distances

ICLR 2022spotlight

It has been demonstrated many times that the behavior of the human visual system is connected to the statistics of natural images. Since machine learning relies on the statistics of training data as well, the above connection has interesting implications when using perceptual distances (which mimic…

Cited by 22SourcePDFScholar