Search Results for author: Shenghui Huang

Found 3 papers, 1 papers with code

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

A Robust Ensemble Model for Patasitic Egg Detection and Classification

no code implementations4 Jul 2022 Yuqi Wang, Zhiqiang He, Shenghui Huang, Huabin Du

Intestinal parasitic infections, as a leading causes of morbidity worldwide, still lacks time-saving, high-sensitivity and user-friendly examination method.

Classification Data Augmentation +1

RNAS: Robust Network Architecture Search beyond DARTS

no code implementations29 Sep 2021 Yaguan Qian, Shenghui Huang, Yuqi Wang, Simin Li

The vulnerability of Deep Neural Networks (DNNs) (i. e., susceptibility to adversarial attacks) severely limits the application of DNNs.

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