My Publications

Fabian B. Fuchs*, Daniel E. Worrall*, Volker Fischer, Max Welling
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks
ArXiv Preprint, 2020.

Edward Wagstaff*, Fabian B. Fuchs*, Martin Engelcke*, Ingmar Posner, Michael Osborne
On the Limitations of Representing Functions on Sets
International Conference on Machine Learning (ICML), 2019.

Fabian B. Fuchs, Adam R. Kosiorek, Li Sun, Oiwi Parker Jones, Ingmar Posner
End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning
ArXiv Preprint, 2019.

Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner
Neural Stethoscopes: Unifying Analytic, Auxiliary and Adversarial Network Probing
British Machine Vision Conference (BMVC), 2019.

Oliver Groth, Fabian B. Fuchs, Ingmar Posner, Andrea Vedaldi
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking
European Conference on Computer Vision (ECCV), 2018.

Dries Vercruysse, Yannick Sonnefraud, Niels Verellen, Fabian B Fuchs, Giuliana Di Martino,
Liesbet Lagae, Victor V Moshchalkov, Stefan A Maier, Pol Van Dorpe
Unidirectional Side Scattering of Light by a Single-Element Nanoantenna
American Chemical Society, Nano Letters 13/8, 2013.