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- Jan Gerken
Jan Gerken
Forskarassistent
Avdelningen för algebra och geometri-
Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural
Networks
Longde Huang, Oleksandr Balabanov, Hampus Linander, Mats Granath, Daniel Persson, Jan Gerken
Advances in Neural Information Processing Systems 38, 2025 - 2026 -
Equivariant Neural Tangent
Kernels
Philipp Misof, Pan Kessel, Jan Gerken
Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022 - 2025 -
HEAL-SWIN: A Vision Transformer On The
Sphere
Oscar Carlsson, Jan Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2024 -
Emergent Equivariance in Deep
Ensembles
Jan Gerken, Pan Kessel
Proceedings of Machine Learning Research - 2024 -
Diffeomorphic Counterfactuals With Generative
Models
Pan Kessel, Ann Kathrin Dombrowski, Jan Gerken, Klaus Robert Muller
IEEE Transactions on Pattern Analysis and Machine Intelligence - 2024 -
Geometric deep learning and equivariant neural
networks
Jan Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, F. Ohlsson, Christoffer Petersson, Daniel Persson
Artificial Intelligence Review - 2023 -
Towards closed strings as single-valued open strings at genus
one
Jan Gerken, Axel Kleinschmidt, Carlos R. Mafra, Oliver Schlotterer, Bram Verbeek
Journal of Physics A: Mathematical and Theoretical - 2022 -
Equivariance versus Augmentation for Spherical
Images
Jan Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
Proceedings of Machine Learning Research (PMLR) - 2022