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Fabian Fuchs
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Publications
- 2022
- [j1]Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner:
Universal Approximation of Functions on Sets. J. Mach. Learn. Res. 23: 151:1-151:56 (2022) - 2021
- [c14]Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner:
Iterative SE(3)-Transformers. GSI 2021: 585-595 - [c13]Victor Garcia Satorras, Emiel Hoogeboom, Fabian Fuchs, Ingmar Posner, Max Welling:
E(n) Equivariant Normalizing Flows. NeurIPS 2021: 4181-4192 - [i12]Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner:
Iterative SE(3)-Transformers. CoRR abs/2102.13419 (2021) - [i11]Victor Garcia Satorras, Emiel Hoogeboom, Fabian B. Fuchs, Ingmar Posner, Max Welling:
E(n) Equivariant Normalizing Flows for Molecule Generation in 3D. CoRR abs/2105.09016 (2021) - [i10]Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner:
Universal Approximation of Functions on Sets. CoRR abs/2107.01959 (2021) - 2020
- [c12]Fabian Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling:
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks. NeurIPS 2020 - [i9]Fabian B. Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling:
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks. CoRR abs/2006.10503 (2020) - 2019
- [c11]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: 73 - [c10]Edward Wagstaff, Fabian Fuchs, Martin Engelcke, Ingmar Posner, Michael A. Osborne:
On the Limitations of Representing Functions on Sets. ICML 2019: 6487-6494 - [i8]Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Ingmar Posner, Michael A. Osborne:
On the Limitations of Representing Functions on Sets. CoRR abs/1901.09006 (2019) - [i7]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 abs/1907.12887 (2019) - 2018
- [c9]Oliver Groth, Fabian B. Fuchs, Ingmar Posner, Andrea Vedaldi:
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking. ECCV (1) 2018: 724-739 - [i6]Oliver Groth, Fabian Fuchs, Ingmar Posner, Andrea Vedaldi:
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking. CoRR abs/1804.08018 (2018) - [i5]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 abs/1806.05502 (2018)
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