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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.

168,695 papers · 148 categories

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2 results for “multistream”
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networkscs.LG

DAUM networks improve weather forecasting with attention and multistream features.

problem Improving weather forecasting accuracy using deep learning.
method Proposes DAUM networks combining tensorial unistream and multistream representations with attention mechanisms.
result Adding self-attention blocks enhances forecasting performance.
weather forecastingdeep learningattention mechanismmultistreamrecurrent convolutional neural networks
2020-09-23abs ↗pdf ↗