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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0111 · Nov 201919922001200920172026
1 result for “XceptionTime”
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classificationcs.LG

XceptionTime improves hand gesture recognition accuracy using novel deep learning.

problem Improving hand gesture recognition from sparse sEMG signals.
method Depthwise separable convolutions, adaptive pooling, non-linear normalization.
result Significantly improved accuracy (5.71% improvement) in hand gesture recognition.
hand gesture recognitionsparse sEMGXceptionTimedepthwise separable convolutionsadaptive pooling
2019-11-09abs ↗pdf ↗