Search Results for author: Ge Cui

Found 2 papers, 1 papers with code

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

1 code implementation • 7 Feb 2024 • Ziyang Wang, Jian-Qing Zheng, Yichi Zhang, Ge Cui, Lei LI

Mamba-UNet adopts a pure Visual Mamba (VMamba)-based encoder-decoder structure, infused with skip connections to preserve spatial information across different scales of the network.

Cardiac Segmentation Computational Efficiency +3

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Constrained Multiview Representation for Self-supervised Contrastive Learning

no code implementations • 5 Feb 2024 • Siyuan Dai, Kai Ye, Kun Zhao, Ge Cui, Haoteng Tang, Liang Zhan

In this work, we introduce a novel approach predicated on representation distance-based mutual information (MI) maximization for measuring the significance of different views, aiming at conducting more efficient contrastive learning and representation disentanglement.

Contrastive Learning Disentanglement +4

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