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Tao-Song Fang

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#machine learning Preprint Sep 2026

DoSA: Dots Sparse Attention

Sparse attention visits few keys, yet finding them can still require scoring every key with every indexer head. We introduce DoSA (Dots Sparse Attention), a lossless method for making this computation conditional while preserving exact token selection. Its central observation is that Top-K selection requires sufficient...

Fan-Xu Meng, Tao-Song Fang · 0 citations

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