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Niklas Wahlström
Niklas Wahlström
Associate Professor, Uppsala University, Sweden
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Titel
Zitiert von
Zitiert von
Jahr
Extended Target Tracking Using Gaussian Processes
N Wahlstrom, E Özkan
IEEE Transactions on Signal Processing 63 (16), 41654178, 2015
2802015
Machine learning: a first course for engineers and scientists
A Lindholm, N Wahlström, F Lindsten, TB Schön
Cambridge University Press, 2022
235*2022
From pixels to torques: Policy learning with deep dynamical models
N Wahlström, TB Schön, MP Deisenroth
International Conference on Machine Learning (ICML) - Deep Learning Workshop, 2015
2282015
Modeling and interpolation of the ambient magnetic field by Gaussian processes
A Solin, M Kok, N Wahlström, TB Schön, S Särkkä
IEEE Transactions on robotics 34 (4), 1112-1127, 2018
1482018
Linearly constrained Gaussian processes
C Jidling, N Wahlström, A Wills, TB Schön
Advances in neural information processing systems 30, 2017
1282017
Deep state space models for nonlinear system identification
D Gedon, N Wahlström, TB Schön, L Ljung
IFAC-PapersOnLine 54 (7), 481-486, 2021
1002021
Magnetometer modeling and validation for tracking metallic targets
N Wahlström, F Gustafsson
IEEE Transactions on Signal Processing 62 (3), 545-556, 2013
882013
Modeling magnetic fields using Gaussian processes
N Wahlström, M Kok, TB Schön, F Gustafsson
2013 IEEE international conference on acoustics, speech and signal …, 2013
812013
Deep convolutional networks in system identification
C Andersson, AH Ribeiro, K Tiels, N Wahlström, TB Schön
2019 IEEE 58th conference on decision and control (CDC), 3670-3676, 2019
722019
Probabilistic modelling and reconstruction of strain
C Jidling, J Hendriks, N Wahlström, A Gregg, TB Schön, C Wensrich, ...
Nuclear Instruments and Methods in Physics Research Section B: Beam …, 2018
512018
Learning deep dynamical models from image pixels
N Wahlström, TB Schön, MP Deisenroth
IFAC-PapersOnLine 48 (28), 1059-1064, 2015
472015
Rao-Blackwellised particle filter for star-convex extended target tracking models
E Özkan, N Wahlström, SJ Godsill
2016 19th International Conference on Information Fusion (FUSION), 1193-1199, 2016
372016
Classification of Driving Direction in Traffic Surveillance using Magnetometers
N Wahlström, R Hostettler, F Gustafsson, W Birk
IEEE transactions on intelligent transportation systems 15 (4), 1405 - 1418, 2014
332014
Magnetometers for tracking metallic targets
N Wahlström, J Callmer, F Gustafsson
2010 13th International Conference on Information Fusion, 1-8, 2010
312010
MEMS-based inertial navigation based on a magnetic field map
M Kok, N Wahlström, TB Schön, F Gustafsson
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
272013
Modeling of magnetic fields and extended objects for localization applications
N Wahlström
Linköping University Electronic Press, 2015
242015
Probabilistic approach to limited-data computed tomography reconstruction
Z Purisha, C Jidling, N Wahlström, TB Schön, S Särkkä
Inverse Problems 35 (10), 105004, 2019
232019
Discretizing stochastic dynamical systems using Lyapunov equations
N Wahlström, P Axelsson, F Gustafsson
IFAC Proceedings Volumes 47 (3), 3726-3731, 2014
212014
Platform for teaching sensor fusion using a smartphone
G Hendeby, F Gustafsson, N Wahlström, S Gunnarsson
International journal of engineering education 33 (2B), 781-789, 2017
202017
Data-efficient learning of feedback policies from image pixels using deep dynamical models
JAM Assael, N Wahlström, TB Schön, MP Deisenroth
arXiv preprint arXiv:1510.02173, 2015
182015
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