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Hampus Linander
Visiting Research Fellow
Algebra and Geometry-
HEAL-SWIN: A Vision Transformer On The
Sphere
Oscar Carlsson, Jan Gerken, Hampus Linander, Heiner Spieß, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
2024 -
Finite-Time Lyapunov Exponents of Deep Neural
Networks
Ludvig Storm, Hampus Linander, J. Bec, Kristian Gustavsson, Bernhard Mehlig
Physical Review Letters - 2024 -
Geometric deep learning and equivariant neural
networks
Jan Gerken, Jimmy Aronsson, Oscar Carlsson, Hampus Linander, F. Ohlsson, Christoffer Petersson, Daniel Persson
Artificial Intelligence Review - 2023 -
Bayesian Posterior Approximation With Stochastic
Ensembles
Oleksandr Balabanov, Bernhard Mehlig, Hampus Linander
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition - 2023 -
Looking at the posterior: accuracy and uncertainty of neural-network
predictions
Hampus Linander, Oleksandr Balabanov, Henry Yang, Bernhard Mehlig
Machine Learning: Science and Technology - 2023 -
Equivariance versus Augmentation for Spherical
Images
Jan Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
Proceedings of Machine Learning Research (PMLR) - 2022 -
Real-time semantic segmentation on FPGAs for autonomous vehicles with
hls4ml
N. Ghielmetti, V. Loncar, M. Pierini, M. Roed, S. Summers, T. Aarrestad, C. Petersson, Hampus Linander, J. Ngadiuba, K. L. Lin, P. Harris
Machine Learning - Science and Technology - 2022