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In addition to various spatial fusion-based methods, an affinity fusion-based network is also proposed in which the self-expressive layer corresponding to different modalities is enforced to be the same.
SOTA for Image Clustering on Extended Yale-B
Most existing approaches address multi-view subspace clustering problem by constructing the affinity matrix on each view separately and afterwards propose how to extend spectral clustering algorithm to handle multi-view data.
A plethora of multi-view subspace clustering (MVSC) methods have been proposed over the past few years.