State Space Models (SSMs) like Mamba achieve excellent performance on sequence tasks but suffer from inherent 1D scanning limitations when applied to 2D image data. Existing adaptations (e.g., VMamba, ...
PHDMamba is a Progressive Hybrid Mamba Module, which performs stage-wise modeling of long-range dependencies along both spectral and spatial dimensions. In addition, a dedicated Spectral-Spatial ...
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