Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers

ECCV 2020

Authors: Michal Rolínek, Paul Swoboda, Dominik Zietlow, Anselm Paulus, Vít Musil, Georg Martius

Using #blackboxbackprop, we wrap strong graph matching solvers into neural network building blocks. With additional help of a few architectural tricks, we obtain SOTA on deep graph matching benchmarks (e.g. PASCAL VOC).

Links: Arxiv Github