Search Results for author: Yinghao Liu

Found 3 papers, 3 papers with code

UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation

1 code implementation29 Mar 2024 Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang

In this paper, we deeply explore the key elements of parameter influence in Mamba and propose an UltraLight Vision Mamba UNet (UltraLight VM-UNet) based on this.

Image Segmentation Lesion Segmentation +3

H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation

1 code implementation20 Mar 2024 Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang

In the field of medical image segmentation, variant models based on Convolutional Neural Networks (CNNs) and Visual Transformers (ViTs) as the base modules have been very widely developed and applied.

Image Segmentation Lesion Segmentation +2

Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification

1 code implementation27 Nov 2023 Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang

In this paper, we propose a multiple high-order attention interaction model (MHA-UNet) for use in a highly explainable skin lesion segmentation task.

Image Segmentation Lesion Classification +4

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