A polarity-aware linear attention with a learnable channel-wise power function improves vision transformer accuracy by up to 4.6% while keeping linear complexity.
Particular object retrieval with integral max-pooling of CNN activations
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PolaFormer: Polarity-aware Linear Attention for Vision Transformers
A polarity-aware linear attention with a learnable channel-wise power function improves vision transformer accuracy by up to 4.6% while keeping linear complexity.