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Fredrik K. Gustafsson
Fredrik K. Gustafsson
PhD Student, Uppsala University
Verified email at it.uu.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
1432020
The eighth visual object tracking VOT2020 challenge results
M Kristan, A Leonardis, J Matas, M Felsberg, R Pflugfelder, ...
European Conference on Computer Vision, 547-601, 2020
1012020
Energy-based models for deep probabilistic regression
FK Gustafsson, M Danelljan, G Bhat, TB Schön
European Conference on Computer Vision, 325-343, 2020
322020
How to train your energy-based model for regression
FK Gustafsson, M Danelljan, R Timofte, TB Schön
arXiv preprint arXiv:2005.01698, 2020
192020
Automotive 3D object detection without target domain annotations
F Gustafsson, E Linder-Norén
142018
Control of inverted double pendulum using reinforcement learning
F Gustafsson
Stanford University, 2016
62016
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
52021
Deep energy-based NARX models
JN Hendriks, FK Gustafsson, AH Ribeiro, AG Wills, TB Schön
IFAC-PapersOnLine 54 (7), 505-510, 2021
52021
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
42021
DCTD: deep conditional target densities for accurate regression
FK Gustafsson, M Danelljan, G Bhat, TB Schön
42019
Learning Proposals for Practical Energy-Based Regression
FK Gustafsson, M Danelljan, TB Schön
International Conference on Artificial Intelligence and Statistics, 4685-4704, 2022
2022
Ensembling as Approximate Bayesian Inference for Predictive Uncertainty Estimation in Deep Learning
FK Gustafsson, M Danelljan, TB Schön
Neural Image Captioning for Intelligent Vehicle-to-Passenger Communication
F Gustafsson
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Articles 1–13