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Author

Tao Shen

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2026

Electromagnetic Theory-Guided Finite-Aperture Shared-Modal Cascaded Channel Estimation for RIS-Assisted MIMO

Reconfigurable intelligent surface (RIS)-assisted cascaded-channel estimation incurs a high training burden when each phase-state channel is estimated independently. Within a quasi-static interval, we express each such channel as a known finite-aperture modal excitation of propagation-dependent coefficients shared acro...

Jian Song, Fa-Cun Zhang, Shi-Wen Lei et al. · 0 citations
2026

Heterogeneous Multihead Decoding With Spatial Guidance for Remote Sensing Weakly Supervised Semantic Segmentation

Weakly supervised remote sensing semantic segmentation aims to achieve pixel-level prediction with limited annotation costs. Recently, CLIP-based methods have shown promising potential by leveraging vision-language alignment for semantic localization; however, they often suffer from ambiguous semantic representations a...

Bei Cheng, Quan-Li Deng, Tao Shen et al. · 0 citations

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