36 citations · 90 across the 6 of their papers we have counts for
3 papers · 1 filter
Adversarial Generation of Continuous Implicit Shape Representations
Marian Kleineberg, Matthias Fey, Frank Weichert
This work presents a generative adversarial architecture for generating three-dimensional shapes based on signed distance representations. While the deep generation of shapes has b…
Recognizing Cuneiform Signs Using Graph Based Methods
Nils M. Kriege, Matthias Fey, Denis Fisseler +2
The cuneiform script constitutes one of the earliest systems of writing and is realized by wedge-shaped marks on clay tablets. A tremendous number of cuneiform tablets have already…
SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels
Matthias Fey, Jan Eric Lenssen, Frank Weichert +1
We present Spline-based Convolutional Neural Networks (SplineCNNs), a variant of deep neural networks for irregular structured and geometric input, e.g., graphs or meshes. Our main…