Search Results for author: Yingchun Zhang

Found 2 papers, 0 papers with code

LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation

no code implementations11 Apr 2024 Songkai Sun, Qingshan She, Yuliang Ma, Rihui Li, Yingchun Zhang

In this study, the performance of existing U-shaped neural network architectures was enhanced for medical image segmentation by adding Transformer.

Cardiac Segmentation Image Segmentation +3

Stacked Kernel Network

no code implementations25 Nov 2017 Shuai Zhang, Jian-Xin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan

Similar to DNNs, a SKN is composed of multiple layers of hidden units, but each parameterized by a RKHS function rather than a finite-dimensional vector.

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