GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation

no code implementations • CVPR 2022 • Alberto Bailoni, Constantin Pape, Nathan Hütsch, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht

We propose a theoretical framework that generalizes simple and fast algorithms for hierarchical agglomerative clustering to weighted graphs with both attractive and repulsive interactions between the nodes.

Clustering graph partitioning +3