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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.

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1 result for “gearwheel”

Geared Rotationally Identical and Invariant Convolutional Neural Network Systemscs.NE

Authors propose GRI-CNN systems for rotationally invariant processing.

problem Creating rotationally invariant CNN systems.

method Designed geared rotationally identical CNN systems (GRI-CNN) with a small step angle.

result GRI-CNN produces quantitatively identical output results under rotation.

CNN rotationally invariant symmetric operations gearwheel isotropy

2018-08-03abs ↗pdf ↗