262 citations · 888 across the 45 of their papers we have counts for
Showing 2013Show all
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cs.CV2013★ 89 cited
Monte Carlo non local means: Random sampling for large-scale image filtering
Stanley H. Chan, Todd Zickler, Yue M. Lu
We propose a randomized version of the non-local means (NLM) algorithm for large-scale image filtering. The new algorithm, called Monte Carlo non-local means (MCNLM), speeds up the…
stat.ME2013★ 113 cited
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
Edoardo M Airoldi, Thiago B Costa, Stanley H Chan
Non-parametric approaches for analyzing network data based on exchangeable graph models (ExGM) have recently gained interest. The key object that defines an ExGM is often referred…