Informatik VII
Lehrstuhl für Computergraphik

Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Morris, Christopher, Ritzert, Martin, Fey, Matthias, Hamilton, William L., Lenssen, Jan Eric, Rattan, Gaurav, Grohe, Martin 33rd AAAI Conference on Artificial Intelligence (AAAI-19) (accepted for publication) (2019)

SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels Fey, Matthias, Lenssen, Jan Eric, Weichert, Frank, Müller, Heinrich Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), p.869-877 (2018)

Recognizing Cuneiform Signs Using Graph Based Methods Kriege, Nils, Fey, Matthias, Fisseler, Denis, Mutzel, Petra, Weichert, Frank International Workshop on Cost-Sensitive Learning (COST) (2018)

Group Equivariant Capsule Networks Lenssen, Jan Eric, Fey, Matthias, Libuschewski, Pascal Neural Information Processing Systems (NIPS) 32 (2018)

Convolutional Neural Networks auf Graphrepräsentationen von Bildern Fey, Matthias (2017)