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News/Energy-Gated Attention: Spectral Salience as an Inductive Bias for Transformer Attention
arxiv
PublishedMay 22, 2026 at 4:00 AM
—neutral

Energy-Gated Attention: Spectral Salience as an Inductive Bias for Transformer Attention

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arXiv:2605.21842v1 Announce Type: cross Abstract: Standard transformer attention computes pairwise similarity between queries and keys, treating all tokens as equally salient regardless of their intrinsic informational content. In turbulent fluid dynamics, coherent structures -- the energetically do

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