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Yuan-Rong He

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Open access 2026

Open-Vocabulary Forgetting in the Downstream Adaptation of Remote Sensing Vision–Language Detectors

Open-vocabulary detectors pretrained on remote sensing imagery can be queried with free-form category names instead of a fixed taxonomy. In practice, they reach applications through fine-tuning on small, specialized target datasets, and standard evaluation reports only target-dataset accuracy, so any loss of the pretra...

Le-Fan Wang, Yuan-Rong He, Hui-Lin Xu et al. · 0 citations
Open access Aug 2026

RFM-UNet: Hybrid Frequency–Mamba UNet for Remote-Sensing Road Extraction

This study proposes RFM-UNet, a hybrid frequency and state–space network designed for road-network segmentation that consistently outperforms current state-of-the-art methods.

Pu Song, Peng Yu, Xiao-Jing Zhong et al. · 0 citations

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