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Learning to rotate: Quaternion transformer for complicated periodical time series forecasting

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2026 1

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Quaternion Self-Attention with Shared Scores

cs.LG · 2026-05-24 · unverdicted · novelty 6.0

Shared-score quaternion self-attention reduces score multiplications by 75% and softmax operations from four to one while proving equivalence to component-wise attention under quaternion linear projections.

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  • Quaternion Self-Attention with Shared Scores cs.LG · 2026-05-24 · unverdicted · none · ref 4

    Shared-score quaternion self-attention reduces score multiplications by 75% and softmax operations from four to one while proving equivalence to component-wise attention under quaternion linear projections.