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Gamma #8

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JingLiJJ opened this issue Dec 11, 2022 · 2 comments
Open

Gamma #8

JingLiJJ opened this issue Dec 11, 2022 · 2 comments

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@JingLiJJ
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Thanks for your great work.

I'm confused about the gamma hyperparameter. Could you explain the function of gamma for me? Why do you just set it on the ImageNet-lt and iNaturalist datasets, not Cifar?

@jiequancui
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Hi,

Thanks for your interest in our work.

The gamma hyperparameter is for normalizing classifier weights, which is brought from "decoupling representation and classifier for long-tailed recognition".
This technique can also be applied to CIFAR and improve performance.

Best,

@JingLiJJ
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Hi,

Thanks for your interest in our work.

The gamma hyperparameter is for normalizing classifier weights, which is brought from "decoupling representation and classifier for long-tailed recognition". This technique can also be applied to CIFAR and improve performance.

Best,

Thanks! I got it.

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