4sphere on Nostr: nprofile1q…rhysr Do you find something like Gunnar Carlsson's work convincing? He ...
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Do you find something like Gunnar Carlsson's work convincing?
He argues that visual images we're likely to encounter sit roughly on a manifold. CNNs trained on image data seem to develop filters that detect location on holes in that manifold - and seem to do better when those filters are more closely tuned to that manifold (see, e.g. here: https://arxiv.org/pdf/1811.01122 )
Do you find something like Gunnar Carlsson's work convincing?
He argues that visual images we're likely to encounter sit roughly on a manifold. CNNs trained on image data seem to develop filters that detect location on holes in that manifold - and seem to do better when those filters are more closely tuned to that manifold (see, e.g. here: https://arxiv.org/pdf/1811.01122 )