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Abstract: As the core building block of vision transformers, attention is a powerful tool to capture long-range dependency. However, such power comes at a cost: it incurs a huge computation burden and ...

Abstract: Due to the large number of parameters and high computational complexity, Vision Transformer (ViT) is not suitable for deployment on mobile devices. As a result, the design of efficient ...