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On-device research index

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.

168,786 papers · 148 categories

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0.3%0.5%0.8%0.1% · Aug 201919922001200920172026
1 result for “LinkNet”
NL-LinkNet: Toward Lighter but More Accurate Road Extraction with Non-Local Operationscs.LG

NL-LinkNet improves road extraction from satellite images with fewer parameters and faster training.

problem Efficiently extracting roads from high-resolution satellite images.
method Integrates non-local blocks into LinkNet for better feature context.
result NL-LinkNet outperformed state-of-the-art models in the DeepGlobe Challenge.
road extractionremote sensingnon-local operationsLinkNetDeepGlobe Challenge
2019-08-22abs ↗pdf ↗