methodology-8
UNET Quantization
3260 papers • 126 benchmarks • 313 datasets
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U-Net Fixed-Point Quantization for Medical Image Segmentation
S. Honari, Mohammadhossein Askarihemmat, Lucas Rouhier, C. Perone, J. Cohen-Adad, Y. Savaria, J. David•Thu Aug 01 2019
This work presents a quantization method for the U-Net architecture, a popular model in medical image segmentation, and provides a flexible trade off between accuracy and memory requirement which is not provided by previous quantization methods for U- net such as TernaryNet.
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