Search Results for author: Dehua Li

Found 2 papers, 0 papers with code

Semi-supervised Medical Image Segmentation via Query Distribution Consistency

no code implementations21 Nov 2023 Rong Wu, Dehua Li, Cong Zhang

In this paper, we propose a novel Dual KMax UX-Net framework that leverages labeled data to guide the extraction of information from unlabeled data.

Image Segmentation Segmentation +2

Training Auto-encoders Effectively via Eliminating Task-irrelevant Input Variables

no code implementations31 May 2016 Hui Shen, Dehua Li, Hong Wu, Zhaoxiang Zang

Auto-encoders are often used as building blocks of deep network classifier to learn feature extractors, but task-irrelevant information in the input data may lead to bad extractors and result in poor generalization performance of the network.

Denoising Variable Selection

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