Jan E. Gerken

According to our database, Jan E. Gerken authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Diffeomorphic Counterfactuals With Generative Models.

Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Equivariant Neural Tangent Kernels.

Philipp Misof, Pan Kessel, Jan E. Gerken

CoRR, 2024

Emergent Equivariance in Deep Ensembles.

Jan E. Gerken, Pan Kessel

Proceedings of the Forty-first International Conference on Machine Learning, 2024

HEAL-SWIN: A Vision Transformer on the Sphere.

Oscar Carlsson, Jan E. Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Geometric deep learning and equivariant neural networks.

Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson

Artif. Intell. Rev., December, 2023

2022

Equivariance versus Augmentation for Spherical Images.

Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson

Proceedings of the International Conference on Machine Learning, 2022