Improving Sampling from Generative Autoencoders with Markov Chains.
Kai ArulkumaranAntonia CreswellAnil Anthony BharathPublished in: CoRR (2016)
Keyphrases
- markov chain
- monte carlo
- markov chain monte carlo
- importance sampling
- steady state
- finite state
- gibbs sampler
- transition probabilities
- stochastic process
- markov process
- stationary distribution
- denoising
- state space
- markov model
- random walk
- monte carlo method
- monte carlo simulation
- transition matrix
- generative model
- gibbs sampling
- markov processes
- probabilistic automata
- uniformly distributed
- sample size
- image processing