PolaFormer++ proposes polarity-aware features for linear attention
The paper dated September 26, 2026 presents a theoretical criterion for feature-map spikiness and evaluates linear attention across six families of visual tasks.
Source: PolaFormer++ adiciona features com consciência de polaridade à atenção linear (ieeexplore.ieee.org). Text prepared with AI from this source.
What happened and what to do
Published on September 26, 2026, the PolaFormer++ paper presents a theoretical criterion for feature-map spikiness and proposes a per-channel polarity-aware feature map. The authors evaluate linear attention across six families of visual tasks.
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