CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic Segmentation

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images2024 · 74 citations
2. 2Link Aggregation for Skip Connection–Mamba: Remote Sensing Image Segmentation Network Based on Link Aggregation Mamba2024 · 5 citations
3. 3CMNet: Global–Local Feature Fusion CNN-Mamba Network for Remote Sensing Object Detection2026 · 4 citations
4. 4ECMNet: Lightweight semantic segmentation with efficient CNN-Mamba network2026 · 2 citations
5. 5SS-MambaUnet for fault segmentation in multi-source remote sensing images2026