no code implementations • ICML 2018 • Arash Vahdat, William G. Macready, Zhengbing Bian, Amir Khoshaman, Evgeny Andriyash
Training of discrete latent variable models remains challenging because passing gradient information through discrete units is difficult.
Ranked #53 on Image Generation on CIFAR-10 (bits/dimension metric)
no code implementations • 14 Nov 2016 • Dmytro Korenkevych, Yanbo Xue, Zhengbing Bian, Fabian Chudak, William G. Macready, Jason Rolfe, Evgeny Andriyash
We argue that this relates to the fact that we are training a quantum rather than classical Boltzmann distribution in this case.