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Right. I’m naive in assigning more capability to these models than they posess. I found a quote from Geoff Hinton where he talked about this last year. From [
by car 6y ago
Right. I’m naive in assigning more capability to these models than they posess.
I found a quote from Geoff Hinton where he talked about this last year.
From [1]: “I can take an image and a tiny bit of noise and CNNs will recognize it as something completely different and I can hardly see that it’s changed. That seems really bizarre and I take that as evidence that CNNs are actually using very different information from us to recognize images,” Hinton said in his keynote speech at the AAAI Conference.
“It’s not that it’s wrong, they’re just doing it in a very different way, and their very different way has some differences in how it generalizes,” Hinton says.
[1] https://bdtechtalks.com/2020/03/02/geoffrey-hinton-convnets-cnn-limits/ https://bdtechtalks.com/2020/03/02/geoffrey-hinton-convnets-...