Fabian B. Fuchs
Fabian B. Fuchs
DeepMind, London
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SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks
FB Fuchs, DE Worrall, V Fischer, M Welling
Advances in Neural Information Processing Systems 34 (NeurIPS 2020), 2020
On the limitations of representing functions on sets
E Wagstaff, FB Fuchs, M Engelcke, I Posner, M Osborne
International Conference on Machine Learning (ICML), 2019
Unidirectional side scattering of light by a single-element nanoantenna
D Vercruysse, Y Sonnefraud, N Verellen, FB Fuchs, G Di Martino, L Lagae, ...
Nano letters 13 (8), 3843-3849, 2013
E(n) Equivariant Normalizing Flows for Molecule Generation in 3D
VG Satorras, E Hoogeboom, FB Fuchs, I Posner, M Welling
Advances in Neural Information Processing Systems 35 (NeurIPS 2021), 2021
Shapestacks: Learning vision-based physical intuition for generalised object stacking
O Groth, FB Fuchs, I Posner, A Vedaldi
Proceedings of the european conference on computer vision (eccv), 702-717, 2018
Universal Approximation of Functions on Sets
E Wagstaff, FB Fuchs, M Engelcke, MA Osborne, I Posner
Journal of Machine Learning Research (JMLR), 2022
Iterative SE(3)-Transformers
FB Fuchs, E Wagstaff, J Dauparas, I Posner
International Conference on Geometric Science of Information, GSI 2021, 2021
End-to-end recurrent multi-object tracking and trajectory prediction with relational reasoning
FB Fuchs, AR Kosiorek, L Sun, OP Jones, I Posner
Sets and Partitions Workshop at NeurIPS, 2019., 2019
Neural Stethoscopes: Unifying analytic, auxiliary and adversarial network probing
FB Fuchs, O Groth, AR Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, ...
British Machine Vision Conference (BMVC), 2018
Equilibrium Aggregation: Encoding Sets via Optimization
S Bartunov, FB Fuchs, T Lillicrap
Uncertainty in Artificial Intelligence 38 (UAI 2022), 2022
Fano resonant nanoantenna for unidirectional side scattering of light
N Verellen, D Vercruysse, Y Sonnefraud, F Fuchs, G Di Martino, L Lagae, ...
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