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Fredrik K. Gustafsson
Fredrik K. Gustafsson
Postdoctoral Researcher, Karolinska Institutet
Verified email at ki.se - Homepage
Title
Cited by
Cited by
Year
Evaluating scalable bayesian deep learning methods for robust computer vision
FK Gustafsson, M Danelljan, TB Schon
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2942020
The eighth visual object tracking VOT2020 challenge results
M Kristan, A Leonardis, J Matas, M Felsberg, R Pflugfelder, ...
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
2742020
Energy-based models for deep probabilistic regression
FK Gustafsson, M Danelljan, G Bhat, TB Schön
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
622020
Image restoration with mean-reverting stochastic differential equations
Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön
arXiv preprint arXiv:2301.11699, 2023
482023
How to train your energy-based model for regression
FK Gustafsson, M Danelljan, R Timofte, TB Schön
arXiv preprint arXiv:2005.01698, 2020
332020
Refusion: Enabling large-size realistic image restoration with latent-space diffusion models
Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
252023
NTIRE 2023 challenge on stereo image super-resolution: Methods and results
L Wang, Y Guo, Y Wang, J Li, S Gu, R Timofte, M Cheng, H Ma, Q Ma, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
242023
NTIRE 2023 image shadow removal challenge report
FA Vasluianu, T Seizinger, R Timofte, S Cui, J Huang, S Tian, M Fan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
212023
Lens-to-lens bokeh effect transformation. NTIRE 2023 challenge report
MV Conde, M Kolmet, T Seizinger, TE Bishop, R Timofte, X Kong, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
182023
Automotive 3D object detection without target domain annotations
F Gustafsson, E Linder-Norén
162018
Deep energy-based NARX models
JN Hendriks, FK Gustafsson, AH Ribeiro, AG Wills, TB Schön
IFAC-PapersOnLine 54 (7), 505-510, 2021
132021
Accurate 3D object detection using energy-based models
FK Gustafsson, M Danelljan, TB Schon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
112021
Uncertainty-aware body composition analysis with deep regression ensembles on UK Biobank MRI
T Langner, FK Gustafsson, B Avelin, R Strand, H Ahlström, J Kullberg
Computerized Medical Imaging and Graphics 93, 101994, 2021
102021
Controlling vision-language models for universal image restoration
Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön
arXiv preprint arXiv:2310.01018, 2023
92023
DCTD: deep conditional target densities for accurate regression
FK Gustafsson, M Danelljan, G Bhat, TB Schön
62019
Control of inverted double pendulum using reinforcement learning
F Gustafsson
Retrieved from Stanford University CS229, 2016
62016
How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?
FK Gustafsson, M Danelljan, TB Schön
arXiv preprint arXiv:2302.03679, 2023
52023
Learning proposals for practical energy-based regression
FK Gustafsson, M Danelljan, TB Schön
International Conference on Artificial Intelligence and Statistics, 4685-4704, 2022
32022
NTIRE 2023 HR nonhomogeneous dehazing challenge report
CO Ancuti, C Ancuti, FA Vasluianu, R Timofte, H Zhou, W Dong, Y Liu, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
12023
Ecg-based electrolyte prediction: Evaluating regression and probabilistic methods
P Von Bachmann, D Gedon, FK Gustafsson, AH Ribeiro, E Lampa, ...
arXiv preprint arXiv:2212.13890, 2022
12022
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Articles 1–20