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Can't find any code for intermediate layer feature learning #20

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iahmedmaher opened this issue Jan 6, 2020 · 3 comments
Open

Can't find any code for intermediate layer feature learning #20

iahmedmaher opened this issue Jan 6, 2020 · 3 comments

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@iahmedmaher
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Does the published code not include the implementation of dictionary learning necessary for learning intermediate features? Why is the published code very limited and doesn't include everything in the paper?

@ayaz-amin
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If I recall correctly, intermediate feature learning does not exist on the two layer model. Correct me if I am wrong.

@iahmedmaher
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Yes, the channels, in this case, are known beforehand (the classes of the training set), but I expected that they would publish complete code except for the CAPTCHA part. Without intermediate feature learning, I can't try experiments on other more challenging dataset that require increasing the number of layers.

@ayaz-amin
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ayaz-amin commented Jan 20, 2020

I am currently fixing up the code to run on Omniglot (I have cleaned it enough so that it works on Py3 without C++). I may try to get the intermediate feature learning to work (judging by the algorithm, it should not be that hard).

EDIT: On second thought, creating hierarchies beyond 2 layers is out of my scope.

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