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Johann Brehmer

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FoMo Rewards: Can we cast foundation models as reward functions?

Dec 06, 2023
Ekdeep Singh Lubana, Johann Brehmer, Pim de Haan, Taco Cohen

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Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers

Nov 08, 2023
Pim de Haan, Taco Cohen, Johann Brehmer

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Geometric Algebra Transformers

May 28, 2023
Johann Brehmer, Pim de Haan, Sönke Behrends, Taco Cohen

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EDGI: Equivariant Diffusion for Planning with Embodied Agents

Mar 22, 2023
Johann Brehmer, Joey Bose, Pim de Haan, Taco Cohen

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Deconfounded Imitation Learning

Nov 04, 2022
Risto Vuorio, Johann Brehmer, Hanno Ackermann, Daniel Dijkman, Taco Cohen, Pim de Haan

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Weakly supervised causal representation learning

Mar 30, 2022
Johann Brehmer, Pim de Haan, Phillip Lippe, Taco Cohen

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Implicit Neural Video Compression

Dec 21, 2021
Yunfan Zhang, Ties van Rozendaal, Johann Brehmer, Markus Nagel, Taco Cohen

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Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set

Nov 19, 2021
Ties van Rozendaal, Johann Brehmer, Yunfan Zhang, Reza Pourreza, Taco S. Cohen

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Hierarchical clustering in particle physics through reinforcement learning

Nov 16, 2020
Johann Brehmer, Sebastian Macaluso, Duccio Pappadopulo, Kyle Cranmer

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Simulation-based inference methods for particle physics

Nov 02, 2020
Johann Brehmer, Kyle Cranmer

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