Hi~, Do you use the 500k-TI as In-distribution when using 500K as OOD?

Question

Hi~, Do you use the 500k-TI as In-distribution when using 500K as OOD?

Opened this issue 3 years ago · 1 comments

Answer 1 · 2021-11-23T09:33:54.000Z

You can use 500k-TI as in-distribution (in combination with the original CIFAR10 train set of course, the ratio is set to 0.7 as described in "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" ) and then use all of 80M TI as out-distribution.