43 citations · 66 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 23 cited
Hamiltonian Annealed Importance Sampling for partition function estimation
Jascha Sohl-Dickstein, Benjamin J. Culpepper
We introduce an extension to annealed importance sampling that uses Hamiltonian dynamics to rapidly estimate normalization constants. We demonstrate this method by computing log li…
cs.CV2010★ 43 cited
Learning sparse representations of depth
Ivana Tosic, Bruno A. Olshausen, Benjamin J. Culpepper
This paper introduces a new method for learning and inferring sparse representations of depth (disparity) maps. The proposed algorithm relaxes the usual assumption of the stationar…