
Introducing MambaIR as a simple but effective baseline for image restoration, enhancing global receptive fields and computational efficiency.


coremsg

mambair-image-restoration-with-state-space-model


MambaIR: Image Restoration with State-Space Model


title_rewrite


The CU-Mamba model effectively captures both global spatial context and channel-wise feature correlations for high-quality image restoration, outperforming state-of-the-art methods while maintaining a lower computational cost.


channel-aware-u-shaped-mamba-cu-mamba-model-for-efficient-and-effective-image-restoration


Channel-Aware U-Shaped Mamba (CU-Mamba) Model for Efficient and Effective Image Restoration
