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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.

169,051 papers · 148 categories

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0.3%0.5%0.8%0.1% · Oct 201819922001200920182026
1 result for “Parallel-GRU”
Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image Classificationcs.LG

A new model combines spatial and spectral features for HSI classification.

problem Inefficiency and difficulty in training RNNs for HSI classification.
method Proposes St-SS-pGRU combining shorten RNN, converlusion layer, and parallel-GRU.
result Better performance and robustness in HSI classification.
Hyperspectral Image ClassificationRecurrent Neural NetworksParallel-GRUConverlusion LayerSpatial Features
2018-10-30abs ↗pdf ↗