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ORCIDJan E. Gerken
Person information
- affiliation: Chalmers University of Technology, Gothenburg, Sweden
- affiliation: University of Gothenburg, Sweden
- affiliation (former): TU Berlin, Germany
- affiliation (PhD 2020): Max Planck Institute for Gravitational Physics, Germany
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2020 – today
- 2026
[i11]Max Guillen, Jan E. Gerken:
Criticality and Saturation in Orthogonal Neural Networks. CoRR abs/2605.06563 (2026)- [i10]Atharva Khandait, Jan E. Gerken:
From Layers to Networks: Comparing Neural Representations via Diffusion Geometry. CoRR abs/2605.15901 (2026) - 2025
- [c5]Philipp Misof, Pan Kessel, Jan E. Gerken:
Equivariant Neural Tangent Kernels. ICML 2025 - [c4]Longde Huang, Oleksandr Balabanov, Hampus Linander, Mats Granath, Daniel Persson, Jan E. Gerken:
Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural Networks. NeurIPS 2025 - [i9]Longde Huang, Oleksandr Balabanov, Hampus Linander, Mats Granath, Daniel Persson, Jan E. Gerken:
Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks. CoRR abs/2502.15376 (2025) - [i8]Hampus Linander, Christoffer Petersson, Daniel Persson, Jan E. Gerken:
PEAR: Equal Area Weather Forecasting on the Sphere. CoRR abs/2505.17720 (2025) - [i7]Max Guillen, Philipp Misof, Jan E. Gerken:
Finite-Width Neural Tangent Kernels from Feynman Diagrams. CoRR abs/2508.11522 (2025) - 2024
- [j2]Ann-Kathrin Dombrowski
, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel:
Diffeomorphic Counterfactuals With Generative Models. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3257-3274 (2024) - [c3]Oscar Carlsson, Jan E. Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson:
HEAL-SWIN: A Vision Transformer on the Sphere. CVPR 2024: 6067-6077 - [c2]Jan E. Gerken, Pan Kessel:
Emergent Equivariance in Deep Ensembles. ICML 2024: 15438-15465 - [i6]Jan E. Gerken, Pan Kessel:
Emergent Equivariance in Deep Ensembles. CoRR abs/2403.03103 (2024) - [i5]Philipp Misof, Pan Kessel, Jan E. Gerken:
Equivariant Neural Tangent Kernels. CoRR abs/2406.06504 (2024) - 2023
- [j1]Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson:
Geometric deep learning and equivariant neural networks. Artif. Intell. Rev. 56(12): 14605-14662 (2023) - [i4]Oscar Carlsson, Jan E. Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson:
HEAL-SWIN: A Vision Transformer On The Sphere. CoRR abs/2307.07313 (2023) - 2022
- [c1]Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson:
Equivariance versus Augmentation for Spherical Images. ICML 2022: 7404-7421 - [i3]Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson:
Equivariance versus Augmentation for Spherical Images. CoRR abs/2202.03990 (2022) - [i2]Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel:
Diffeomorphic Counterfactuals with Generative Models. CoRR abs/2206.05075 (2022) - 2021
- [i1]Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson:
Geometric Deep Learning and Equivariant Neural Networks. CoRR abs/2105.13926 (2021)
Coauthor Index
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