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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yongqing Wang

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2026

Uncertainty-Aware Weakly Supervised Building Change Detection with Point Annotations

An uncertainty-aware weakly supervised building change detection method with point annotations that leverages the proposal generation capability and embedding space of the Segment Anything model to generate reliable three-class pseudo-labels and distinguishes high-confidence changed/no-change regions and uncertain regi...

Yong-Qing Wang, Er-Zhu Li, Lihua Du et al. · 0 citations
2026

Neighborhood Geometry–Guided Prototype Contrastive Adaptation for Cross-Domain Remote Sensing Scene Classification

A neighborhood geometry–guided prototype contrastive adaptation (NGPCA) framework built upon the domain-adversarial neural network is proposed, showing robust performance for cross-domain remote sensing scene classification.

Qing He, Er-Zhu Li, Wei-Jing Zhu et al. · 0 citations

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