Search Results for author: Shigang Liu

Found 4 papers, 2 papers with code

Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising

2 code implementations23 Oct 2020 Yali Peng, Yue Cao, Shigang Liu, Jian Yang, WangMeng Zuo

To cope with this issue, this paper presents a multi-level wavelet residual network (MWRN) architecture as well as a progressive training (PTMWRN) scheme to improve image denoising performance.

Image Denoising

DeFuzz: Deep Learning Guided Directed Fuzzing

no code implementations23 Oct 2020 Xiaogang Zhu, Shigang Liu, Xian Li, Sheng Wen, Jun Zhang, Camtepe Seyit, Yang Xiang

Fuzzing is one of the most effective technique to identify potential software vulnerabilities.

Vulnerability Detection

A Study of Data Pre-processing Techniques for Imbalanced Biomedical Data Classification

no code implementations4 Nov 2019 Shigang Liu, Jun Zhang, Yang Xiang, Wanlei Zhou, Dongxi Xiang

However, previous studies usually focused on different classifiers, and overlook the class imbalance problem in real-world biomedical datasets.

Drug Discovery feature selection +1

Adaptive Morphological Reconstruction for Seeded Image Segmentation

1 code implementation8 Apr 2019 Tao Lei, Xiaohong Jia, Tongliang Liu, Shigang Liu, Hongy-ing Meng, Asoke K. Nandi

However, MR might mistakenly filter meaningful seeds that are required for generating accurate segmentation and it is also sensitive to the scale because a single-scale structuring element is employed.

Image Segmentation Segmentation +1

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