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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

Fang Liu

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Open access 2026

Bidirectional Entity Coupling Alignment for Fine-Grained Remote Sensing Image–Text Retrieval

Due to the homogeneous backgrounds and cluttered layouts of remote sensing (RS) imagery, fine-grained local entities are indispensable for preventing cross-modal semantic mismatch. However, existing parameter-efficient fine-tuning (PEFT) methods based on contrastive language-image pretraining (CLIP) encapsulate scenes...

Meng-Ru Ma, Jia-Xu Guo, Wen-Ping Ma et al. · 0 citations

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