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News/Continuum Attention
arxiv
PublishedOctober 15, 2026 at 4:00 AM

Continuum Attention

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arXiv:2610.20586v1 Announce Type: new Abstract: We introduce Continuum Attention (CA), a causal Transformer attention operator that replaces discrete key and value lookup with integration over a continuous, piecewise linear memory curve. Each query induces an exponential relevance density along the

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