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diyiiyiii avatar diyiiyiii commented on July 29, 2024

通过这个卷积分块

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panda66666666 avatar panda66666666 commented on July 29, 2024

用卷积的话每一个patch都会有全局信息，论文示意图中好像每一个patch都是切分的，只是局部信息

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tweee1234 avatar tweee1234 commented on July 29, 2024

用卷积的话每一个patch都会有全局信息，论文示意图中好像每一个patch都是切分的，只是局部信息

你好，我注意到源码中kernel_size和stride都是patch_size，每次卷积区域没有重合，所以我认为这里的全局信息应该仅限于同一个patch内的，从整幅图像的角度看，每一个独立的patch所生成的新向量包含的仍是局部信息，或许论文示意图所表达的也是这个意思。

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panda66666666 avatar panda66666666 commented on July 29, 2024

哦哦，又看了一遍是这样的，每一个卷积核只覆盖一小个范围，文章没毛病

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