Two Minute Papers: Do Neural Networks Need To Think Like Humans?
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📝 The paper “ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness ” is available here:
https://openreview.net/forum?id=Bygh9j09KX
https://blog.usejournal.com/why-deep-learning-works-differently-than-we-thought-ec28823bdbc
https://github.com/rgeirhos/texture-vs-shape
Neural network visualization footage source:
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