12 citations · 19 across the 8 of their papers we have counts for
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cs.LG2012★ 1 cited
A Bayesian Nonparametric Approach to Image Super-resolution
Gungor Polatkan, Mingyuan Zhou, Lawrence Carin +2
Super-resolution methods form high-resolution images from low-resolution images. In this paper, we develop a new Bayesian nonparametric model for super-resolution. Our method uses…
cs.AI2012★ 1 cited
Compressed Inference for Probabilistic Sequential Models
Gungor Polatkan, Oncel Tuzel
Hidden Markov models (HMMs) and conditional random fields (CRFs) are two popular techniques for modeling sequential data. Inference algorithms designed over CRFs and HMMs allow est…