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Improved Multiscale Vision Transformers for Classification ...

The multiscale transformer features naturally integrate with stan-dard feature pyramid networks (FPN). token i, respectively. Note that Rt is optional and only required to support temporal dimension in the video case. In comparison, our decomposed embeddings reduce the number of learned embeddings to O(T+W+H), which can have

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