Jan Gerken

Assistant Professor at Algebra and geometry

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Showing 6 publications

2025

Equivariant Neural Tangent Kernels

Philipp Misof, Pan Kessel, Jan Gerken

Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Vol. 267, p. 44470-44503

Paper in proceeding

2024

Diffeomorphic Counterfactuals with Generative Models

Ann Kathrin Dombrowski, Jan Gerken, Klaus Robert Muller et al

IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 46 (5), p. 3257-3274

Journal article

2024

Emergent Equivariance in Deep Ensembles

Jan Gerken, Pan Kessel

Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Vol. 235, p. 15438-15465

Paper in proceeding

2024

HEAL-SWIN: A Vision Transformer on the Sphere

Oscar Carlsson, Jan Gerken, Hampus Linander et al

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, p. 6067-6077

Paper in proceeding

2022

Equivariance versus Augmentation for Spherical Images

Jan Gerken, Oscar Carlsson, Hampus Linander et al

Proceedings of Machine Learning Research. Vol. 162, p. 7404-7421

Paper in proceeding

2022

Jan Gerken, Axel Kleinschmidt, Carlos R. Mafra et al

Journal of Physics A: Mathematical and Theoretical. Vol. 55 (2)

Journal article

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