Fabian B. Fuchs

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 13

Top Topics

Neural Computation

Hypervolume Indicator

Top Venues

J. Mach. Learn. Res.

Publications

Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap
Equilibrium Aggregation: Encoding Sets via Optimization. CoRR (2022)
Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap
Equilibrium aggregation: encoding sets via optimization. UAI (2022)
Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner
Universal Approximation of Functions on Sets. J. Mach. Learn. Res. 23 (2022)
Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner
Iterative SE(3)-Transformers. GSI (2021)
Victor Garcia Satorras, Emiel Hoogeboom, Fabian B. Fuchs, Ingmar Posner, Max Welling
E(n) Equivariant Normalizing Flows for Molecule Generation in 3D. CoRR (2021)
Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner
Universal Approximation of Functions on Sets. CoRR (2021)
Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner
Iterative SE(3)-Transformers. CoRR (2021)
Fabian B. Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks. CoRR (2020)
Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Ingmar Posner, Michael A. Osborne
On the Limitations of Representing Functions on Sets. CoRR (2019)
Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner
Scrutinizing and De-Biasing Intuitive Physics with Neural Stethoscopes. BMVC (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. CoRR (2019)
Oliver Groth, Fabian B. Fuchs, Ingmar Posner, Andrea Vedaldi
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking. ECCV (1) (2018)
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. CoRR (2018)