Jan E. Gerken

15 papers A* 4Journal 11
YearRankTypeTitle / Venue / Authors
2025 A* conf
Equivariant Neural Tangent Kernels.
ICML
Philipp Misof, Pan Kessel, Jan E. Gerken
2025 J jnl
Finite-Width Neural Tangent Kernels from Feynman Diagrams.
CoRR
Max Guillen, Philipp Misof, Jan E. Gerken
2025 J jnl
Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks.
CoRR
Longde Huang, Oleksandr Balabanov, Hampus Linander, Mats Granath, Daniel Persson, Jan E. Gerken
2025 J jnl
PEAR: Equal Area Weather Forecasting on the Sphere.
CoRR
Hampus Linander, Christoffer Petersson, Daniel Persson, Jan E. Gerken
2024 J jnl
Diffeomorphic Counterfactuals With Generative Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
2024 A* conf
Emergent Equivariance in Deep Ensembles.
ICML
Jan E. Gerken, Pan Kessel
2024 J jnl
Emergent Equivariance in Deep Ensembles.
CoRR
Jan E. Gerken, Pan Kessel
2024 J jnl
Equivariant Neural Tangent Kernels.
CoRR
Philipp Misof, Pan Kessel, Jan E. Gerken
2024 A* conf
HEAL-SWIN: A Vision Transformer on the Sphere.
CVPR
Oscar Carlsson, Jan E. Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2023 J jnl
Geometric deep learning and equivariant neural networks.
Artif. Intell. Rev.
Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2023 J jnl
HEAL-SWIN: A Vision Transformer On The Sphere.
CoRR
Oscar Carlsson, Jan E. Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2022 J jnl
Diffeomorphic Counterfactuals with Generative Models.
CoRR
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
2022 A* conf
Equivariance versus Augmentation for Spherical Images.
ICML
Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2022 J jnl
Equivariance versus Augmentation for Spherical Images.
CoRR
Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2021 J jnl
Geometric Deep Learning and Equivariant Neural Networks.
CoRR
Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson