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Author

Xiao-Qiang Lu

2 papers indexed here

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2026

Causal-Intervened Contrastive Learning With Collaborative Domain Alignment for Cross-Domain Few-Shot Hyperspectral Image Classification

Cross-domain few-shot hyperspectral image (HSI) classification aims to classify land cover categories in a target domain (TD) with scarce labels by transferring knowledge from a source domain (SD). However, the inherent spectral variability among different scenes often introduces spurious correlations, decreasing the g...

Chunyan Yu, Bo Han, Mei-Ping Song et al. · 0 citations
Open access Sep 2026

SRNet: Spectral Rebalancing Network for Robust RGB–Infrared Object Detection Against Modality Anomalies

RGB–infrared object detection relies on complementary information from two modalities, yet it implicitly assumes that the imaging quality of both stays stable. In practice, factors such as component aging and sensor gain drift can degrade one modality, a condition termed a modality anomaly. This work addresses the ampl...

Wen-Qin Yang, Hong-Tu Cai, Zhi-Gang Song et al. · 0 citations

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