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Hampus Linander
Hampus Linander
Chalmers University of Technology
Verified email at gu.se
Title
Cited by
Cited by
Year
Fast convolutional neural networks on FPGAs with hls4ml
T Aarrestad, V Loncar, N Ghielmetti, M Pierini, S Summers, J Ngadiuba, ...
Machine Learning: Science and Technology 2 (4), 045015, 2021
1002021
Geometric deep learning and equivariant neural networks
JE Gerken, J Aronsson, O Carlsson, H Linander, F Ohlsson, C Petersson, ...
Artificial Intelligence Review 56 (12), 14605-14662, 2023
512023
The non-linear coupled spin 2-spin 3 Cotton equation in three dimensions
H Linander, BEW Nilsson
Journal of High Energy Physics 2016 (7), 1-45, 2016
242016
(2, 0) theory on circle fibrations
H Linander, F Ohlsson
Journal of High Energy Physics 2012 (1), 1-22, 2012
182012
Equivariance versus Augmentation for Spherical Images
J Gerken, O Carlsson, H Linander, F Ohlsson, C Petersson, D Persson
International Conference on Machine Learning, 7404-7421, 2022
172022
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml
N Ghielmetti, V Loncar, M Pierini, M Roed, S Summers, T Aarrestad, ...
Machine Learning: Science and Technology 3 (4), 045011, 2022
162022
Off-shell structure of twisted (2, 0) theory
U Gran, H Linander, BEW Nilsson
Journal of High Energy Physics 2014 (11), 1-13, 2014
122014
The trouble with twisting (2, 0) theory
L Anderson, H Linander
Journal of High Energy Physics 2014 (3), 1-19, 2014
82014
Bayesian posterior approximation with stochastic ensembles
O Balabanov, B Mehlig, H Linander
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
32023
(2, 0) Theory and Higher Spin: Twisting, Turning and Spinning Towards Higher Energies
H Linander
PQDT-Global, 2016
22016
Finite-Time Lyapunov Exponents of Deep Neural Networks
BM L. Storm, H. Linander, J. Bec, K. Gustavsson
Phys. Rev. Lett 132, 2024
12024
Looking at the posterior: accuracy and uncertainty of neural-network predictions
H Linander, O Balabanov, H Yang, B Mehlig
Machine Learning: Science and Technology 4 (4), 045032, 2023
12023
HEAL-SWIN: A Vision Transformer On The Sphere
O Carlsson, JE Gerken, H Linander, H Spieß, F Ohlsson, C Petersson, ...
arXiv preprint arXiv:2307.07313, 2023
12023
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles
O Balabanov, H Linander
arXiv preprint arXiv:2402.12264, 2024
2024
Finite-time Lyapunov exponents of deep neural networks
L Storm, H Linander, J Bec, K Gustavsson, B Mehlig
arXiv preprint arXiv:2306.12548, 2023
2023
Looking at the posterior: on the origin of uncertainty in neural-network classification
H Linander, O Balabanov, H Yang, B Mehlig
arXiv e-prints, arXiv: 2211.14605, 2022
2022
Twisting and Turning in Six Dimensions
H Linander
PQDT-Global, 2014
2014
(2, 0) theory on circle fibrations
L Hampus, O Fredrik
Journal of High Energy Physics 2012 (1), 2012
2012
Free (2, 0) Theory on a Circle Fibration
H Linander
2011
Supplemental material: Bayesian posterior approximation with stochastic ensembles
O Balabanov, B Mehlig, H Linander
dim (θ) 101, 2, 0
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Articles 1–20