3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation

Magdalini Paschali, Stefano Gasperini, Abhijit Guha Roy +2

Model architectures have been dramatically increasing in size, improving performance at the cost of resource requirements. In this paper we propose 3DQ, a ternary quantization meth…