Web: http://arxiv.org/abs/2205.03635

May 13, 2022, 1:10 a.m. | Jean-Nicolas Jérémie, Laurent U Perrinet

cs.CV updates on arXiv.org arxiv.org

Humans are able to robustly categorize images and can, for instance, detect
the presence of an animal in a briefly flashed image in as little as 120 ms.
Initially inspired by neuroscience, deep-learning algorithms literally bloomed
up in the last decade such that the accuracy of machines is at present superior
to humans for visual recognition tasks. However, these artificial networks are
usually trained and evaluated on very specific tasks, for instance on the 1000
separate categories of ImageNet. In …

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