Oscar Carlsson

Doctoral Student at Algebra and geometry

My research area is the mathematical aspects and applications of CNNs in image analysis where the data is defined on a curved manifold.

My project is a part of the Wallenberg AI, Autonomous Systems and Software Program (WASP).

Source: chalmers.se

Contact Details ORCID

Publications (3)
Projects (0)

Showing 3 publications

2024

HEAL-SWIN: A Vision Transformer on the Sphere

Oscar Carlsson, Jan Gerken, Hampus Linander et al

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, p. 6067-6077

Paper in proceeding

2023

Geometric deep learning and equivariant neural networks

Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson et al

Artificial Intelligence Review. Vol. 56 (12), p. 14605-14662

Journal article

2022

Equivariance versus Augmentation for Spherical Images

Jan Gerken, Oscar Carlsson, Hampus Linander et al

Proceedings of Machine Learning Research. Vol. 162, p. 7404-7421

Paper in proceeding

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