Right and this arguably is especially the case for high dimensional image datasets. Yet despite this case, we are able to train models on these high dimensional dataset through MCMC (with some tricks) with good…
EBMs actually associate an "energy" to each point of the input distribution which then defines a probability distribution through the Boltzmann Distribution. It's true that Langevin dynamics get stuck at low-probability…
Right and this arguably is especially the case for high dimensional image datasets. Yet despite this case, we are able to train models on these high dimensional dataset through MCMC (with some tricks) with good…
EBMs actually associate an "energy" to each point of the input distribution which then defines a probability distribution through the Boltzmann Distribution. It's true that Langevin dynamics get stuck at low-probability…