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

Author

Qingwang Wang

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2 papers indexed here

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2026

CFIMNet: Cross-Modal Frequency-Guided Iterative Multiscale Feature Fusion Network for Multimodal Remote Sensing Object Detection

Multimodal object detection can improve detection accuracy and robustness by fusing complementary information from different modalities. However, in remote sensing scenarios, complex environments often weaken data reliability and cross-modal complementarity, making fixed-pattern fusion strategies insufficient for robus...

Jian-Ning Chi, Fei-Hu Yin, Qing-Wang Wang et al. · 0 citations
2026

Heterogeneous Multihead Decoding With Spatial Guidance for Remote Sensing Weakly Supervised Semantic Segmentation

Weakly supervised remote sensing semantic segmentation aims to achieve pixel-level prediction with limited annotation costs. Recently, CLIP-based methods have shown promising potential by leveraging vision-language alignment for semantic localization; however, they often suffer from ambiguous semantic representations a...

Bei Cheng, Quan-Li Deng, Tao Shen et al. · 0 citations

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