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Lars Skaaret-Lund; Geir Olve Storvik; Aliaksandr Hubin; Sparsifying Bayesian neural networks with latent binary variables and normalizing flows Transactions on Machine Learning Research (TMLR), (ISSN 2835-8856 ), , 2024. Vitenskapelig artikkel
Jørgen Aarmo Lund; Per Joel Burman Burman; Ashenafi Zebene Woldaregay; Robert Jenssen; Karl Øyvind Mikalsen; Instruction-guided deidentification with synthetic test cases for Norwegian clinical text Proceedings of Machine Learning Research (PMLR), vol. 233, pp. 145 152 , (ISSN 2640-3498 2640-3498 ), 2024. Vitenskapelig artikkel
Luoyang Lin; Zutao Jiang; Xiaodan Liang; Liqian Ma; Michael Christian Kampffmeyer; et al. PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping Proceedings of the AAAI Conference on Artificial Intelligence, (ISSN 2159-5399 2374-3468 ), doi: https://doi.org/10.1609/aaai.v38i4.28131 , 2024. Vitenskapelig artikkel
Srishti Gautam; Ahcene Boubekki; Marina Marie-Claire Höhne; Michael Christian Kampffmeyer; Prototypical Self-Explainable Models Without Re-training Transactions on Machine Learning Research (TMLR), (ISSN 2835-8856 ), 2024. Vitenskapelig artikkel
Fredrik Ribsskog Staven; Solveig Engebretsen; Magne Tommy Aldrin; Nina Skorstad Iversen; Andreas R. Staven; et al. The digestion time for salmon louse (Lepeophtheirus salmonis) in lumpfish (Cyclopterus lumpus) Aquaculture, vol. 578, (ISSN 0044-8486 1873-5622 ), doi: https://doi.org/10.1016/j.aquaculture.2023.740103 , 2024. Vitenskapelig artikkel
Ghadi al Hajj; Aliaksandr Hubin; Chakravarthi Kanduri; Milena Pavlovic; Knut Dagestad Rand; et al. Incorporating probabilistic domain knowledge into deep multiple instance learning Proceedings of Machine Learning Research (PMLR), vol. 235, pp. 17279 17297 , (ISSN 2640-3498 2640-3498 ), , 2024. Vitenskapelig artikkel
Rwiddhi Chakraborty; Adrian Sletten; Michael Christian Kampffmeyer; ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations Computer Vision and Pattern Recognition, (ISSN 1063-6919 ), doi: https://doi.org/10.1109/CVPR52733.2024.01142 , 2024. Vitenskapelig artikkel
Solveig Engebretsen; Magne Tommy Aldrin; Nina Skorstad Iversen; Andreas R. Staven; Torvald Egeland; et al. The digestion time for salmon louse (Lepeophtheirus salmonis) in lumpfish (Cyclopterus lumpus) Aquaculture, vol. 578, (ISSN 0044-8486 1873-5622 ), doi: https://doi.org/10.1016/j.aquaculture.2023.740103 , 2024. Vitenskapelig artikkel
Evidence in the fog – Triage in fog computing systems Forensic Science International: Digital Investigation, vol. 44, pp. 1 11 , (ISSN 2666-2825 2666-2817 ), doi: https://doi.org/10.1016/j.fsidi.2023.301506 , 2023. Vitenskapelig artikkel
Gaussian copula modeling of extreme cold and weak-wind events over Europe conditioned on winter weather regimes Environmental Research Letters, vol. 18, (ISSN 1748-9326 ), doi: https://doi.org/10.1088/1748-9326/acb6aa , 2023. Vitenskapelig artikkel
Comparing CMIP6 Climate Model Simulations of Annual Global Mean Temperatures to a New Combined Data Product Earth and Space Science, vol. 10, (ISSN 2333-5084 ), doi: https://doi.org/10.1029/2022EA002468 , 2023. Vitenskapelig artikkel
A logic-based event controller for means-end reasoning in simulation environments Simulation (San Diego, Calif.), vol. 99, (ISSN 0037-5497 1741-3133 ), doi: https://doi.org/10.1177/00375497231157384 , 2023. Vitenskapelig artikkel
eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods for your Explainability Needs CEUR Workshop Proceedings, vol. 3554, pp. 146 151 , (ISSN 1613-0073 ), , 2023. Vitenskapelig artikkel
Some recent trends in embeddings of time series and dynamic networks Journal of Time Series Analysis, vol. 44, pp. 686 709 , (ISSN 0143-9782 1467-9892 ), doi: https://doi.org/10.1111/jtsa.12677 , 2023. Vitenskapelig artikkel
Discriminative multimodal learning via conditional priors in generative models Neural Networks, vol. 169, pp. 417 430 , (ISSN 0893-6080 1879-2782 ), doi: https://doi.org/10.1016/j.neunet.2023.10.048 , 2023. Vitenskapelig artikkel
A Multi-Temporal-Scale Modulation Mechanism for the Postprocessing of Precipitation Ensemble Forecasts: Benefits for Streamflow Forecasting Journal of Hydrometeorology, vol. 24, pp. 659 673 , (ISSN 1525-755X 1525-7541 ), doi: https://doi.org/10.1175/JHM-D-22-0119.1 , 2023. Vitenskapelig artikkel
Detecting significant retrospective patterns in state space fish stock assessment Canadian Journal of Fisheries and Aquatic Sciences, vol. 80, pp. 1509 1518 , (ISSN 0706-652X 1205-7533 ), doi: https://doi.org/10.1139/cjfas-2022-0250 , 2023. Vitenskapelig artikkel
Sampling-Free Bayesian Inference for Local Refinement in Linear Inversion Problems with a Latent Target Property IEEE Transactions on Geoscience and Remote Sensing, vol. 61, (ISSN 0196-2892 1558-0644 ), doi: https://doi.org/10.1109/TGRS.2023.3301717 , 2023. Vitenskapelig artikkel
A Contextually Supported Abnormality Detector for Maritime Trajectories Journal of Marine Science and Engineering (JMSE), vol. 11, (ISSN 2077-1312 ), doi: https://doi.org/10.3390/jmse11112085 , 2023. Vitenskapelig artikkel
Privacy-preserving continuous authentication using behavioral biometrics International Journal of Information Security, vol. 22, pp. 1833 1847 , (ISSN 1615-5262 1615-5270 ), doi: https://doi.org/10.1007/s10207-023-00721-y , 2023. Vitenskapelig artikkel