1 code implementation • 29 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.
1 code implementation • 20 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.
1 code implementation • 27 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.