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Author

Yibo Liu

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Open access Oct 2026

Multi-Granularity Text and Scale-Aware Visual Encoding for Remote Sensing Image-Text Retrieval and Prompt-Based Scene Recognition

A CLIP-style dual encoder with three targeted additions that preserves word-level, phrase-level, and sentence-level representations before fusing them through cross-granularity attention, and a semantic membership-aware contrastive loss that applies detached, bounded discount weights to semantically close negatives wit...

Qing-Yun Zuo, Ling-Xin Xu, Tao-Wei Li et al. · 0 citations
2026

An Adaptive Network for Enhanced Vision and Semantic Cooperative Understanding in Aerial Object Detection

Object detection in remote sensing imagery faces challenges such as extreme scale variations and complex backgrounds. Although current methods have made significant strides in visual feature extraction, their predominant focus remains on the image itself, overlooking the potential of integrating external knowledge. To...

Xin Cheng, Yibo Liu, Haisu Zhang et al. · 0 citations

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