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Joel Oskarsson
Joel Oskarsson
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Zitiert von
Zitiert von
Jahr
MTP-GO: Graph-based probabilistic multi-agent trajectory prediction with neural ODEs
T Westny, J Oskarsson, B Olofsson, E Frisk
IEEE Transactions on Intelligent Vehicles 8 (9), 4223-4236, 2023
322023
Temporal graph neural networks for irregular data
J Oskarsson, P Sidén, F Lindsten
International Conference on Artificial Intelligence and Statistics, 4515-4531, 2023
172023
Evaluation of differentially constrained motion models for graph-based trajectory prediction
T Westny, J Oskarsson, B Olofsson, E Frisk
2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023
102023
Graph-based Neural Weather Prediction for Limited Area Modeling
J Oskarsson, T Landelius, F Lindsten
NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023
92023
Scalable deep Gaussian Markov random fields for general graphs
J Oskarsson, P Sidén, F Lindsten
International conference on machine learning, 17117-17137, 2022
62022
Probabilistic regression using conditional generative adversarial networks
J Oskarsson
62020
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
J Oskarsson, T Landelius, MP Deisenroth, F Lindsten
arXiv preprint arXiv:2406.04759, 2024
52024
Continuous ensemble weather forecasting with diffusion models
M Andrae, T Landelius, J Oskarsson, F Lindsten
arXiv preprint arXiv:2410.05431, 2024
12024
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
E Larsson, J Oskarsson, T Landelius, F Lindsten
arXiv preprint arXiv:2502.07532, 2025
2025
Uncertainty Quantification of Surrogate Models using Conformal Prediction
V Gopakumar, A Gray, J Oskarsson, L Zanisi, S Pamela, D Giles, ...
arXiv preprint arXiv:2408.09881, 2024
2024
Uncertainty Quantification of Pre-Trained and Fine-Tuned Surrogate Models using Conformal Prediction
V Gopakumar, A Gray, J Oskarsson, L Zanisi, S Pamela, D Giles, ...
arXiv e-prints, arXiv: 2408.09881, 2024
2024
Realtidsmultiplayerspel på IoT-backend
J Almqvist, B Detterfelt, T Håkansson, D Kjellström, A Löjdquist, ...
2018
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