🏢 Linköping University
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
·6833 words·33 mins·
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🏢 Linköping University
Graph-EFM: a novel probabilistic weather forecasting model using hierarchical graph neural networks that efficiently generates large ensembles for improved accuracy and uncertainty quantification.
DiffSF: Diffusion Models for Scene Flow Estimation
·2351 words·12 mins·
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Scene Understanding
🏢 Linköping University
DiffSF boosts scene flow estimation accuracy and reliability by cleverly combining transformer networks with denoising diffusion models, offering state-of-the-art results and uncertainty quantificatio…