Search Results for author: Zhicong Yan

Found 2 papers, 1 papers with code

DHBE: Data-free Holistic Backdoor Erasing in Deep Neural Networks via Restricted Adversarial Distillation

1 code implementation13 Jun 2023 Zhicong Yan, Shenghong Li, Ruijie Zhao, Yuan Tian, YuanYuan Zhao

Instead of the staged pipeline, the DHBE treats the backdoor erasing task as a unified adversarial procedure, which seeks equilibrium between two different competing processes: distillation and backdoor regularization.

Joint learning of interpretation and distillation

no code implementations24 May 2020 Jinchao Huang, Guofu Li, Zhicong Yan, Fucai Luo, Shenghong Li

The extra trust brought by the model interpretation has made it an indispensable part of machine learning systems.

Auxiliary Learning

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