Fabian B. Fuchs

13 papers A 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Equilibrium Aggregation: Encoding Sets via Optimization.
CoRR
Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap
2022 A conf
Equilibrium aggregation: encoding sets via optimization.
UAI
Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap
2022 J jnl
Universal Approximation of Functions on Sets.
J. Mach. Learn. Res.
Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner
2021 J jnl
E(n) Equivariant Normalizing Flows for Molecule Generation in 3D.
CoRR
Victor Garcia Satorras, Emiel Hoogeboom, Fabian B. Fuchs, Ingmar Posner, Max Welling
2021 — conf
Iterative SE(3)-Transformers.
GSI
Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner
2021 J jnl
Iterative SE(3)-Transformers.
CoRR
Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner
2021 J jnl
Universal Approximation of Functions on Sets.
CoRR
Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner
2020 J jnl
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks.
CoRR
Fabian B. Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling
2019 J jnl
End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning.
CoRR
Fabian B. Fuchs, Adam R. Kosiorek, Li Sun, Oiwi Parker Jones, Ingmar Posner
2019 J jnl
On the Limitations of Representing Functions on Sets.
CoRR
Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Ingmar Posner, Michael A. Osborne
2019 A conf
Scrutinizing and De-Biasing Intuitive Physics with Neural Stethoscopes.
BMVC
Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner
2018 J jnl
Neural Stethoscopes: Unifying Analytic, Auxiliary and Adversarial Network Probing.
CoRR
Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner
2018 — conf
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking.
ECCV (1)
Oliver Groth, Fabian B. Fuchs, Ingmar Posner, Andrea Vedaldi