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Visual-Attention-Network / VAN-Classification

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question on the number of parameter #33

Open sihyeong671 opened 1 year ago

sihyeong671 commented 1 year ago

I read your paper and like it. but I have a one question. In this equation(3), there is (2d-1)^2 operations. It is depth-wise convolution so I think this may be (2d-1)^2 * C. why the number of parameter is (2d-1)^2? Am I misunderstanding about LKA structure?

스크린샷 2023-06-23 오전 12 51 47
Leonngm commented 1 year ago

Hi @sihyeong671 I am not one of the authors, but I also found a mistake in the formula. The correct formula for Parameter count should be: P(K,d) =C((K/d)^2+(2d-1)^2+3+C). This formula also gives the fitting number with the table of the paper. Hope this helps you.

Best regards.