RPAttention achieves linear-complexity global attention in Vision Transformers by performing token compression in representation space via a Gather-Interact-Distribute process with learned representatives.
Single image reflection separation via dual-stream interactive transformers.Advances in Neural Information Processing Systems, 37:55228–55248, 2024
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Representative Attention For Vision Transformers
RPAttention achieves linear-complexity global attention in Vision Transformers by performing token compression in representation space via a Gather-Interact-Distribute process with learned representatives.