ResLT icon indicating copy to clipboard operation
ResLT copied to clipboard

Published 20 hours ago • verified publisher icon jiequancui

Gamma

Open JingLiJJ opened this issue 2 years ago • 2 comments

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?

JingLiJJ avatar Dec 11 '22 10:12 JingLiJJ

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,

jiequancui avatar Dec 11 '22 11:12 jiequancui

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.

JingLiJJ avatar Dec 12 '22 01:12 JingLiJJ