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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Shengjie Lei

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Open access Aug 2026

Unified Multi-Weather Image Restoration with Intra-Task Difficulty and Inter-Task Contribution

UMWIR-Net is proposed, a unified multi-weather image restoration network equipped with an Asymmetric Task Collaborative Learning strategy, which achieves state-of-the-art performance and delivers more balanced restoration quality across rain, haze, and snow removal.

Sheng-Jie Lei, Zhi-Yong Wei, Zi-Qi Wu · 0 citations
Open access Aug 2026

Few-Shot SAR Object Detection with Prior Class Perceptron and Cross-Entropy

Few-Shot Synthetic Aperture Radar (SAR) object detection aims to identify and localize unseen categories using only a small number of annotated support samples. However, performance is fundamentally constrained by two coupled challenges: speckle noise and structured clutter cause unstable region proposals and support–q...

Shengjie Lei, Ziqi Wu, Xinyi Cai et al. · 0 citations

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