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News/Variational-Ising-Attention (VIA):TailoredAttentionMattersfor Science
arxiv
PublishedJuly 28, 2026 at 4:00 AM

Variational-Ising-Attention (VIA):TailoredAttentionMattersfor Science

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arXiv:2607.23634v1 Announce Type: cross Abstract: Attention enables context modeling via query-key scoring with softmax normalization. Driven by industrial long-context demands, mainstream research has converged toward sparsity and efficiency--yet softmax's independence assumption persists. For scie

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