Batch Normalized Deep Boltzmann Machines

Hung Vu, Tu Dinh Nguyen, Trung Le, Wei Luo, Dinh Q. Phung

Abstract: Training Deep Boltzmann Machines (DBMs) is a challenging task in deep generative model studies. The careless training usually leads to a divergence or a useless model. We discover that this phenome...