Robust Network Architecture Search via Feature Distortion Restraining

1 code implementation • ECCV 2022 • Yaguan Qian, Shenghui Huang, Bin Wang, Xiang Ling, Xiaohui Guan, Zhaoquan Gu, Shaoning Zeng, WuJie Zhou, Haijiang Wang

This process is modeled as a multi-objective bilevel optimization problem and a novel algorithm is proposed to solve this optimization.

Bilevel Optimization

TEAM: We Need More Powerful Adversarial Examples for DNNs

1 code implementation • 31 Jul 2020 • Ya-guan Qian, Ximin Zhang, Bin Wang, Wei Li, Zhaoquan Gu, Haijiang Wang, Wassim Swaileh

In this paper, we propose a novel method (TEAM, Taylor Expansion-Based Adversarial Methods) to generate more powerful adversarial examples than previous methods.