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.

168,695 papers · 148 categories

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2 results for “AVIRIS-NG”

MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detectioneess.IV

MethaneMapper detects methane emissions with high accuracy and reduced model size.

problem Challenges in detecting and quantifying methane emissions from AVIRIS-NG data.

method Spectral absorption wavelength aware transformer network, introducing two novel modules.

result Achieves 0.63 mAP in detection and reduces model size by 5x.

methane detection spectral transformer AVIRIS-NG climate change model size reduction

2023-04-05abs ↗pdf ↗

Joint Characterization of the Cryospheric Spectral Feature Spacephysics.geo-ph

Study characterizes cryospheric spectral feature space using joint PC+t-SNE approach.

problem Characterize cryospheric spectral feature space for remote sensing applications.

method Compare and contrast two approaches for identifying feature space basis vectors via dimensionality reduction (PCA and t-SNE).

result Joint characterization reveals distinct continua and clusters of ice reflectance properties.

cryosphere spectral feature space dimensionality reduction t-SNE principal components

2021-12-02abs ↗pdf ↗