Viet-Anh on Software Logo

What is: AdvProp?

SourceAdversarial Examples Improve Image Recognition
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

AdvProp is an adversarial training scheme which treats adversarial examples as additional examples, to prevent overfitting. Key to the method is the usage of a separate auxiliary batch norm for adversarial examples, as they have different underlying distributions to normal examples.