Search Results for author: Xiao Kang

Found 3 papers, 1 papers with code

Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator

no code implementations14 Apr 2023 Yanfang Lyu, Xiaoyu Zhao, Zhiqiang Gong, Xiao Kang, Wen Yao

Therefore, this work proposes a novel multi-fidelity learning method based on the Fourier Neural Operator by jointing abundant low-fidelity data and limited high-fidelity data under transfer learning paradigm.

Transfer Learning

Attention Model Enhanced Network for Classification of Breast Cancer Image

no code implementations7 Oct 2020 Xiao Kang, Xingbo Liu, Xiushan Nie, Xiaoming Xi, Yilong Yin

In this study, we propose a novel method named Attention Model Enhanced Network (AMEN), which is formulated in a multi-branch fashion with pixel-wised attention model and classification submodular.

Classification General Classification

Learning Binary Semantic Embedding for Histology Image Classification and Retrieval

1 code implementation7 Oct 2020 Xiao Kang, Xingbo Liu, Xiushan Nie, Yilong Yin

With the development of medical imaging technology and machine learning, computer-assisted diagnosis which can provide impressive reference to pathologists, attracts extensive research interests.

Classification General Classification +2

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