Scaling Up Deep Clustering Methods Beyond ImageNet-1K

Nikolas Adaloglou, Felix Michels, Kaspar Senft +2

Deep image clustering methods are typically evaluated on small-scale balanced classification datasets while feature-based $k$-means has been applied on proprietary billion-scale da…