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combine with seam #7

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lzyhha opened this issue Apr 22, 2021 · 3 comments
Closed

combine with seam #7

lzyhha opened this issue Apr 22, 2021 · 3 comments

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@lzyhha
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lzyhha commented Apr 22, 2021

Hello, thanks for your great work. I notice that you have combine the AdvCAM with SEAM in paper. Could you please teel me how ti combine them?

@jbeomlee93
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Hi @lzyhha, I downloaded pre-trained model of SEAM at the official SEAM repository (https://github.com/YudeWang/SEAM), and applied adversarial climbing similar to obtain_CAM_masking.py.

We observed that the values of the optimal hyper-parameters differ according to the backbone network, especially $T$ and $\lambda$. SEAM and SC-CAM used Wide ResNet-38. I'm not sure, but I think $T$ was 8 and $\lambda$ was 2.

@lzyhha
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lzyhha commented Apr 24, 2021

Thanks! Your reply is very helpful.

@YeRen123455
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Hi @lzyhha
I notice that you can reproduce the result of "adv_cam+SEAM" by yourself. Can you share the code with me? Thanks a lot!

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