Robust Self-Supervised Convolutional Neural Network for Subspace Clustering and Classification

Dario Sitnik, Ivica Kopriva

Insufficient capability of existing subspace clustering methods to handle data coming from nonlinear manifolds, data corruptions, and out-of-sample data hinders their applicability…