Cheriton School of Computer Science, University of Waterloo; Noah’s Ark Lab, Huawei Technologies; Department of Computer Science and Operations Research (DIRO), University of Montreal
Xinlin Li, Bang Liu, Yaoliang Yu, Wulong Liu, Chunjing XU, Vahid Partovi Nia
Convolution Neural Network;CNN;Edge Computing;Edge;Quantization;Low-bit;Multiplication-free;Bit-shift
S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks