| Geometric deep learning and equivariant neural networks JE Gerken, J Aronsson, O Carlsson, H Linander, F Ohlsson, C Petersson, ... Artificial Intelligence Review 56 (12), 14605-14662, 2023 | 54 | 2023 |
| All-order differential equations for one-loop closed-string integrals and modular graph forms JE Gerken, A Kleinschmidt, O Schlotterer Journal of High Energy Physics 2020 (1), 1-74, 2020 | 50 | 2020 |
| Heterotic-string amplitudes at one loop: modular graph forms and relations to open strings JE Gerken, A Kleinschmidt, O Schlotterer Journal of High Energy Physics 2019 (1), 1-76, 2019 | 50 | 2019 |
| Generating series of all modular graph forms from iterated Eisenstein integrals JE Gerken, A Kleinschmidt, O Schlotterer Journal of High Energy Physics 2020 (7), 1-90, 2020 | 45 | 2020 |
| Holomorphic subgraph reduction of higher-point modular graph forms JE Gerken, J Kaidi Journal of High Energy Physics 2019 (1), 1-32, 2019 | 29 | 2019 |
| Towards closed strings as single-valued open strings at genus one JE Gerken, A Kleinschmidt, CR Mafra, O Schlotterer, B Verbeek Journal of Physics A: Mathematical and Theoretical 55 (2), 025401, 2021 | 26 | 2021 |
| Basis decompositions and a Mathematica package for modular graph forms JE Gerken Journal of Physics A: Mathematical and Theoretical 54 (19), 195401, 2021 | 26 | 2021 |
| Equivariance versus Augmentation for Spherical Images J Gerken, O Carlsson, H Linander, F Ohlsson, C Petersson, D Persson International Conference on Machine Learning, 7404-7421, 2022 | 21 | 2022 |
| Modular Graph Forms and Scattering Amplitudes in String Theory JE Gerken arXiv preprint arXiv:2011.08647, 2020 | 19 | 2020 |
| Diffeomorphic Explanations with Normalizing Flows AK Dombrowski, JE Gerken, P Kessel ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021 | 15 | 2021 |
| Diffeomorphic counterfactuals with generative models AK Dombrowski, JE Gerken, KR Müller, P Kessel IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 8 | 2023 |
| Emergent Equivariance in Deep Ensembles JE Gerken, P Kessel arXiv preprint arXiv:2403.03103, 2024 | 1 | 2024 |
| Heal-swin: A vision transformer on the sphere O Carlsson, JE Gerken, H Linander, H Spieß, F Ohlsson, C Petersson, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 1 | 2024 |
| Equivariant Neural Tangent Kernels P Misof, P Kessel, JE Gerken arXiv preprint arXiv:2406.06504, 2024 | | 2024 |
Fredrik OhlssonAssociate Professor, Umeå UniversityVerified email at umu.se
