Research
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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.

168,694 papers · 148 categories

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0111 · Jun 202319922001200920172026
2 results for “YOLOv7”
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformercs.CV

CST-YOLO improves blood cell detection with YOLOv7 and CNN-Swin Transformer.

problem Small-scale object detection in blood cells.
method YOLOv7 architecture enhanced with CNN-Swin Transformer, W-ELAN, MCS, CatConv.
result CST-YOLO achieves 92.7%, 95.6%, and 91.1% mAP@0.5 on three blood cell datasets.
blood cell detectionYOLOv7CNN-Swin Transformerobject detectionsmall-scale objects
2023-06-26abs ↗pdf ↗
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detectioncs.CV

RCS-YOLO improves brain tumor detection speed and accuracy.

problem Efficiently detecting brain tumors with high accuracy and speed.
method Proposes RCS-YOLO, a fast and accurate brain tumor detector using YOLO with Reparameterized Convolution and channel Shuffle.
result RCS-YOLO outperforms other YOLO versions in speed and accuracy on brain tumor detection.
brain tumor detectionYOLOobject detectionfast detectionhigh accuracy
2023-07-31abs ↗pdf ↗