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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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04/26/2023
UniNeXt: Exploring A Unified Architecture for Vision Recognition
Vision Transformers have shown great potential in computer vision tasks....
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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