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Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration
While low-bit quantization is an efficient model compression strategy for reducing size and accelerating IR tasks, SSM suffers substantial performance drops at ultra-low bit-widths (2-4 bits), primarily due to outliers that exacerbate quantization error.
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