Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model

Erik Nijkamp, Mitch Hill, Song-Chun Zhu, Ying Nian Wu

Neural Information Processing Systems 

Weprovideargumentsfortreating the learned non-convergent short-run MCMC as a valid model. We show thatthe learned short-run MCMC is capable of generating realistic images.

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