2022
Equal Bits: Enforcing Equally Distributed Binary Network Weights
AAAI 2022technical
Binary networks are extremely efficient as they use only two symbols to define the network: {+1, −1}. One can make the prior distribution of these symbols a design choice. The recent IR-Net of Qin et al. argues that imposing a Bernoulli distribution with equal priors (equal bit ratios) over the bina…