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Fig. 1

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Self-attention block diagram. Each observation vector xlX (denoted by solid circles) is projected into three vectors: (k)ey, (q)uery, and (v)alue. Then their similarities are computed by the scaled dot-product between vectors according to Eq. (1).

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