116 citations · 137 across the 24 of their papers we have counts for
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cs.CV2014★ 2 cited
A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis
Sotirios P. Chatzis
Unsupervised feature learning algorithms based on convolutional formulations of independent components analysis (ICA) have been demonstrated to yield state-of-the-art results in se…
cs.LG2014
Indian Buffet Process Deep Generative Models for Semi-Supervised Classification
Sotirios P. Chatzis
Deep generative models (DGMs) have brought about a major breakthrough, as well as renewed interest, in generative latent variable models. However, DGMs do not allow for performing…