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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Swin Transformer is a hierarchical vision transformer using shifted windows for efficient local self-attention and linear image complexity, achieving state-of-the-art results on ImageNet, COCO, and ADE20K.
Published Oct 1, 2021 · 33,075 citations
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AI panel: 18 of 21 reviewers recommend it
lenient 5/5
medium 10/11
strict 3/5