Comparing to strong baselines on three public datasets, the experimental results indicate that the proposed methods using mixture priors outperform existing models by a substantial margin.
the semantic hashing model with Bernoulli mixture prior (BMSH) achieves state-of-the-art results on all the three datasets considered in this paper.