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Is there reason to think the human visual system is sufficiently well modeled by deep neural nets that our brains might exhibit this same behavior? My first tho
by yodon 10y ago
Is there reason to think the human visual system is sufficiently well modeled by deep neural nets that our brains might exhibit this same behavior? My first thought was the perturbation images would need to be distinct per person, but photosensitive epilepsy like the Pokémon event [0] might suggest the possibility of shared perturbation vectors.
[0] https://en.m.wikipedia.org/wiki/Photosensitive_epilepsy https://en.m.wikipedia.org/wiki/Photosensitive_epilepsy
- deleted 10y ago[deleted]
- nhaliday 10y agoWhat I find interesting is that the labels for the perturbed images aren't completely off in all cases, eg, wool for a shaggy dog.
- morenoh149 10y agothat image also seems very black (the dog takes up most of the image) so the perturbations probably didn't have much to perturb. Also the perturbation is "universal" so it could have simply landed on the same classification.