Interpretable Image Clustering via Diffeomorphism-Aware K-Means

Romain Cosentino, Randall Balestriero, Yanis Bahroun +3

We design an interpretable clustering algorithm aware of the nonlinear structure of image manifolds. Our approach leverages the interpretability of $K$-means applied in the image s…