Articles with "adaptive spectral" as a keyword



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One-Step Adaptive Spectral Clustering Networks

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Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2022.3217441

Abstract: Deep spectral clustering is a popular and efficient algorithm in unsupervised learning. However, deep spectral clustering methods are organized into three separate steps: affinity matrix learning, spectral embedding learning, and K-means clustering on spectral embedding.… read more here.

Keywords: spectral embedding; step adaptive; one step; spectral clustering ... See more keywords