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Gaussian Mixture Attention: Linear-Time Sequence Mixing via Probabilistic Latent Routing

arXiv cs.LG · 2026-06-18 Cached

This paper introduces Gaussian Mixture Attention (GMA), a probabilistic attention mechanism that replaces explicit pairwise query-key comparisons with routing through learned Gaussian mixture components, achieving linear-time complexity in sequence length. Experiments show competitive performance on long-context tasks with fixed-K linear memory scaling.

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