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Bottleneck Transformers for Visual Recognition

(ViT) [15], that proposes to stack Transformer blocks [61] operating on linear projections of non-overlapping patches. It may appear that these approaches present two different classes of architectures. We point out that it is not the case. Rather, ResNet botteneck blocks with the MHSA layer can be viewed as Transformer blocks with a bottleneck ...

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