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- Jan Gerken
Jan Gerken
Forskarassistent
Avdelningen för algebra och geometri-
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
Ann Kathrin Dombrowski, Jan Gerken, Klaus Robert Muller, Pan Kessel
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