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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.

169,291 papers · 148 categories

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2 results for “IVUS”

IVUS-Net: An Intravascular Ultrasound Segmentation Networkstat.ML

IVUS-Net automatically segments IVUS images for quicker diagnosis of cardiovascular diseases.

problem Automatically delineating lumen and media-adventitia borders in IVUS images.

method Proposes IVUS-Net, a fully convolutional network followed by post-processing.

result IVUS-Net outperforms state-of-the-art methods by 4% to 20% in HD distance.

IVUS Segmentation Cardiovascular Diseases Fully Convolutional Network Deep Learning

2018-06-10abs ↗pdf ↗

Efficient Deep Representation Learning by Adaptive Latent Space Samplingcs.CV

Adaptive sampling improves deep learning efficiency by focusing on informative samples.

problem Expensive annotations and loss of sample informativeness in deep learning.

method Adaptive latent space sampling based on hardness-aware strategy.

result The proposed framework outperforms random sampling on various datasets.

deep learning annotation efficiency latent space hardness-aware sample selection

2020-03-19abs ↗pdf ↗