24 citations · 114 across the 41 of their papers we have counts for
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cs.CL2016★ 4 cited
Model Interpolation with Trans-dimensional Random Field Language Models for Speech Recognition
Bin Wang, Zhijian Ou, Yong He +1
The dominant language models (LMs) such as n-gram and neural network (NN) models represent sentence probabilities in terms of conditionals. In contrast, a new trans-dimensional ran…
cs.LG2016★ 5 cited
Joint Stochastic Approximation learning of Helmholtz Machines
Haotian Xu, Zhijian Ou
Though with progress, model learning and performing posterior inference still remains a common challenge for using deep generative models, especially for handling discrete hidden v…