DVAE++: Discrete Variational Autoencoders with Overlapping Transformations. - Arash Vahdat; William G. Macready; Zhengbing Bian; Amir Khoshaman; Evgeny Andriyash (ICML, 2018)

GumBolt: Extending Gumbel trick to Boltzmann priors. - Amir H. Khoshaman; Mohammad H. Amin (NeurIPS, 2018)

DVAE++: Discrete Variational Autoencoders with Overlapping Transformations. - Arash Vahdat; William G. Macready; Zhengbing Bian; Amir Khoshaman (CoRR, 2018)

Quantum Variational Autoencoder. - Amir Khoshaman; Walter Vinci; Brandon Denis; Evgeny Andriyash; Mohammad H. Amin (CoRR, 2018)

A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers. - Walter Vinci; Lorenzo Buffoni; Hossein Sadeghi; Amir Khoshaman; Evgeny Andriyash; Mohammad H. Amin (CoRR, 2019)

A path towards quantum advantage in training deep generative models with quantum annealers. - Walter Winci; Lorenzo Buffoni; Hossein Sadeghi; Amir Khoshaman; Evgeny Andriyash; Mohammad H. Amin (Mach. Learn. Sci. Technol., 2020)

Nonlocal optimization of binary neural networks. - Amir Khoshaman; Giuseppe Castiglione; Christopher Srinivasa (CoRR, 2022)