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    GDSN-CD: Graph-Guided Diffusion Synergistic Network for Remote Sensing Change Detection by Yunfei Zhu, Jintao Song, Jinjiang Li

    Published 2025-01-01
    “…To overcome the problem of semantic and noise feature mismatch that may occur during the denoising process of diffusion models, we innovatively design a semantic-noise collaborative module, which uses a grouped channel fusion strategy to achieve precise feature matching. …”
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    A VMamba-Based Spatial–Spectral Fusion Network for Remote Sensing Image Classification by Lan Luo, Yanmei Zhang, Yanbing Xu, Tingxuan Yue, Yuxi Wang

    Published 2025-01-01
    “…In hyperspectral (HS) and light detection and ranging (LiDAR) collaborative classification, HS provides rich spectral information, while LiDAR offers unique elevation data. …”
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