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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 “CyclicLoss”
Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasoundcs.CV

Real-time fetal abdominal aorta measurement from ultrasound images.

problem Automating the challenging task of measuring fetal abdominal aorta diameter from ultrasound images.
method Proposes a neural network architecture with three blocks: convolutional layer, Convolution Gated Recurrent Unit (C-GRU), and CyclicLoss.
result Significantly improved accuracy and real-time execution speed compared to previous methods.
fetal ultrasoundabdominal aortaneural networksConvolution Gated Recurrent Unit (C-GRU)CyclicLoss
2018-07-11abs ↗pdf ↗