286 citations · 823 across the 37 of their papers we have counts for
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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…
cs.CV2010★ 17 cited
An Unsupervised Algorithm For Learning Lie Group Transformations
Jascha Sohl-Dickstein, Ching Ming Wang, Bruno A. Olshausen
We present several theoretical contributions which allow Lie groups to be fit to high dimensional datasets. Transformation operators are represented in their eigen-basis, reducing…