1 code implementation • 1 Mar 2018 • Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein
Multilayer graphs encode different kind of interactions between the same set of entities.
no code implementations • NeurIPS 2016 • Antoine Gautier, Quynh Nguyen, Matthias Hein
The optimization problem behind neural networks is highly non-convex.
no code implementations • 9 Nov 2015 • Quynh Nguyen, Francesco Tudisco, Antoine Gautier, Matthias Hein
Hypergraph matching has recently become a popular approach for solving correspondence problems in computer vision as it allows to integrate higher-order geometric information.
no code implementations • CVPR 2015 • Quynh Nguyen, Antoine Gautier, Matthias Hein
We propose two algorithms which both come along with the guarantee of monotonic ascent in the matching score on the set of discrete assignment matrices.