Discrete Markov Bridge learns the forward rate matrix and the reverse score in a continuous-time Markov chain, achieving BPC 1.38 on Text8 and FID 11.63 on CIFAR-10.
Auto-encoding variational bayes.International Conference on Learning Representations (ICLR), 2014
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Discrete Markov Bridge
Discrete Markov Bridge learns the forward rate matrix and the reverse score in a continuous-time Markov chain, achieving BPC 1.38 on Text8 and FID 11.63 on CIFAR-10.