Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables

4 Mar 2020Weonyoung JooDongjun KimSeungjae ShinIl-Chul Moon

Estimating the gradients of stochastic nodes is one of the crucial research questions in the deep generative modeling community. This estimation problem becomes further complex when we regard the stochastic nodes to be discrete because pathwise derivative techniques can not be applied... (read more)

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