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DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions

arXiv cs.LG · 2026-06-02 Cached

DAStatFormer is a hybrid multibranch Transformer that integrates statistical features with gated attention for efficient and accurate event classification in Distributed Acoustic Sensing (DAS), achieving up to 99.4% accuracy with significantly lower computational cost.

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