Search Results for author: Zhengbing Bian

Found 2 papers, 0 papers with code

DVAE++: Discrete Variational Autoencoders with Overlapping Transformations

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)

Image Generation

Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines

no code implementations14 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.

Benchmarking

Cannot find the paper you are looking for? You can Submit a new open access paper.