Swine Transformers

1.Hierarchical Transformer means is a variation of the Transformer model that processes data in a structured, multi-level way, unlike standard Transformers that treat input as a flat sequence.Swin is one. 2.A visualization of computed with Shifted windows 3. 4.Linear Computational Complexity: Unlike earlier vision transformers that had quadratic complexity, the Swin Transformer has linear complexity with respect to image size, making it more efficient.

Mar 17, 2025 - 02:55
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Swine Transformers

1.Hierarchical Transformer means is a variation of the Transformer model that processes data in a structured, multi-level way, unlike standard Transformers that treat input as a flat sequence.Swin is one.

2.A visualization of computed with Shifted windows
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3.
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4.Linear Computational Complexity: Unlike earlier vision transformers that had quadratic complexity, the Swin Transformer has linear complexity with respect to image size, making it more efficient.