Jan E. Gerken

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Spherical Images

Neural Network Ensembles

Top Venues

Artif. Intell. Rev.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Philipp Misof, Pan Kessel, Jan E. Gerken
Equivariant Neural Tangent Kernels. CoRR (2024)
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
Diffeomorphic Counterfactuals With Generative Models. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Jan E. Gerken, Pan Kessel
Emergent Equivariance in Deep Ensembles. CoRR (2024)
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) (2023)
Oscar Carlsson, Jan E. Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
HEAL-SWIN: A Vision Transformer On The Sphere. CoRR (2023)
Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
Equivariance versus Augmentation for Spherical Images. CoRR (2022)
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
Diffeomorphic Counterfactuals with Generative Models. CoRR (2022)
Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
Equivariance versus Augmentation for Spherical Images. ICML (2022)
Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
Geometric Deep Learning and Equivariant Neural Networks. CoRR (2021)