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Jia-Xu Guo

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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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