Magnus Malmström
Doktorand
Publikationer
Jacob Eek, David Gustafsson, Ludwig Hollmann, Markus Nordberg, Isaac Skog, Magnus Malmström
(2022)
A Novel and Fast Approach for Reconstructing CASSI-Raman Spectra using Generative Adversarial Networks
2022 ELEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA)
Vidare till DOI
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
(2022)
Detection of outliers in classification by using quantified uncertainty in neural networks
25th International Conference of Information Fusion
Vidare till DOI
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
(2021)
Modeling of the tire-road friction using neural networks including quantification of the prediction uncertainty
2021 IEEE 24th International Conference on Information Fusion (FUSION), s. 737-742
Vidare till DOI
Magnus Malmström
(2021)
Uncertainties in Neural Networks: A System Identification Approach
Magnus Malmström, Isaac Skog, Daniel Axehill, Fredrik Gustafsson
(2020)
Asymptotic Prediction Error Variance for Feedforward Neural Networks