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Peng-Kun Jiao

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Jul 2026

Disentangling Semantic Attention from Structural Bias in the Attention Manifold

Saliency-guided Purification and Adaptive Redistribution (SPAR), a training-free, plug-and-play intervention that mitigates this generalized textual bias exerted over visual features that extends beyond isolated sink tokens.

Peng-Kun Jiao, Bin Zhu, Jingjing Chen et al. · 0 citations

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