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YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection

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June 1, 2025
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Correlated Market Trend: Adaptive Learning

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YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection

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The YOLO Framework: A Comprehensive Review of Evolution, Applications, and Benchmarks in Object Detection

This paper provides a comprehensive review of the YOLO (You Only Look Once) framework up to its latest version, YOLO 11. As a state-of-the-art model for object detection, YOLO has revolutionized th...

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YOLO-CAB: An Efficient Deep Learning-Based Underwater Object Detection Method for Autonomous Underwater Vehicles

High-precision environmental perception is essential for deep-sea exploration and autonomous underwater vehicle operations. However, physical factors such as light scattering and selective absorpti...

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Feature Learning

Deep learning models are advancing with multi-scale feature learning, hierarchical attention networks, and lightweight architectures (GS-YOLO) for improved accuracy in small target detection and di...

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YOLO-World: Real-Time Open-Vocabulary Object Detection

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