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05/02/2023
AxWin Transformer: A Context-Aware Vision Transformer Backbone with Axial Windows
Recently Transformer has shown good performance in several vision tasks ...
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05/02/2023
Exploring vision transformer layer choosing for semantic segmentation
Extensive work has demonstrated the effectiveness of Vision Transformers...
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05/01/2023
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation
The lightweight MLP-based decoder has become increasingly promising for ...
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09/21/2022
HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification
Medical image classification has developed rapidly under the impetus of ...
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03/26/2022
Feature Selective Transformer for Semantic Image Segmentation
Recently, it has attracted more and more attentions to fuse multi-scale ...
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03/23/2022
StructToken : Rethinking Semantic Segmentation with Structural Prior
In this paper, we present structure token (StructToken), a new paradigm ...
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06/08/2021
Fully Transformer Networks for Semantic Image Segmentation
Transformers have shown impressive performance in various natural langua...
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09/26/2020
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution
Since medical image data sets contain few samples and singular features,...
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03/25/2020