Search Results for author: Zhengpeng Zhang

Found 2 papers, 1 papers with code

Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network

1 code implementation3 Mar 2024 Renjie Xu, Guangwei Wu, Weiping Wang, Xing Gao, An He, Zhengpeng Zhang

To the best of our knowledge, it is the first GNN-based self-supervised method for the multiclass classification of network flows in NIDS.

Binary Classification Contrastive Learning +4

A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote Sensing

no code implementations14 Sep 2023 Yujie Feng, Yin Yang, Xiaohong Fan, Zhengpeng Zhang, Jianping Zhang

Furthermore, we propose a deep proximal mapping module in the image domain, which combines a generalized shrinkage threshold with a multi-scale prior feature extraction block.

Deblurring Image Deblurring +1

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