Fabian Fuchs

According to our database, Fabian Fuchs authored at least 23 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Universal Approximation of Functions on Sets.

Edward Wagstaff, Fabian B. Fuchs, Martin Engelcke, Michael A. Osborne, Ingmar Posner

J. Mach. Learn. Res., 2022

Equilibrium aggregation: encoding sets via optimization.

Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

E(n) Equivariant Normalizing Flows for Molecule Generation in 3D.

Victor Garcia Satorras, Emiel Hoogeboom, Fabian B. Fuchs, Ingmar Posner, Max Welling

CoRR, 2021

E(n) Equivariant Normalizing Flows.

Victor Garcia Satorras, Emiel Hoogeboom, Fabian Fuchs, Ingmar Posner, Max Welling

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Iterative SE(3)-Transformers.

Fabian B. Fuchs, Edward Wagstaff, Justas Dauparas, Ingmar Posner

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks.

Fabian Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning.

Fabian B. Fuchs, Adam R. Kosiorek, Li Sun, Oiwi Parker Jones, Ingmar Posner

CoRR, 2019

On the Limitations of Representing Functions on Sets.

Edward Wagstaff, Fabian Fuchs, Martin Engelcke, Ingmar Posner, Michael A. Osborne

Proceedings of the 36th International Conference on Machine Learning, 2019

Scrutinizing and De-Biasing Intuitive Physics with Neural Stethoscopes.

Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Neural Stethoscopes: Unifying Analytic, Auxiliary and Adversarial Network Probing.

Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner

CoRR, 2018

ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking.

Oliver Groth, Fabian B. Fuchs, Ingmar Posner, Andrea Vedaldi

Proceedings of the Computer Vision - ECCV 2018, 2018

2016

Experimental Evaluation of Distributed Node Coloring Algorithms for Wireless Networks.

Fabian Fuchs

Proceedings of the Eighteenth Workshop on Algorithm Engineering and Experiments, 2016

2015

Algorithms for Efficient Communication in Wireless Sensor Networks - Distributed Node Coloring and its Application in the SINR Model.

Fabian Fuchs

PhD thesis, 2015

On the Distributed Computation of Fractional Connected Dominating Set Packings.

Fabian Fuchs, Matthias Wolf

CoRR, 2015

Simple Distributed Delta + 1 Coloring in the SINR Model.

Fabian Fuchs, Roman Prutkin

CoRR, 2015

Simple Distributed Δ + 1 Coloring in the SINR Model.

Fabian Fuchs, Roman Prutkin

Proceedings of the Structural Information and Communication Complexity, 2015

Brief Announcement: Fast and Simple Node Coloring in the SINR Model.

Fabian Fuchs

Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing, 2015

2014

Arbitrary Transmission Power in the SINR Model: Local Broadcasting, Coloring and MIS.

Fabian Fuchs, Dorothea Wagner

CoRR, 2014

Local Broadcasting with Arbitrary Transmission Power in the SINR Model.

Fabian Fuchs, Dorothea Wagner

Proceedings of the Structural Information and Communication Complexity, 2014

Distributed Algorithms for Scheduling in Wireless Networks.

Fabian Fuchs

Proceedings of the 8th Joint Workshop of the German Research Training Groups in Computer Science, 2014

2013

Scalable similarity estimation in social networks: closeness, node labels, and random edge lengths.

Edith Cohen, Daniel Delling, Fabian Fuchs, Andrew V. Goldberg, Moisés Goldszmidt, Renato F. Werneck

Proceedings of the Conference on Online Social Networks, 2013

On Local Broadcasting Schedules and CONGEST Algorithms in the SINR Model.

Fabian Fuchs, Dorothea Wagner

Proceedings of the Algorithms for Sensor Systems, 2013

2012

Simulation-Based Analysis of Topology Control Algorithms for Wireless Ad Hoc Networks.

Fabian Fuchs, Markus Völker, Dorothea Wagner

Proceedings of the Design and Analysis of Algorithms, 2012