most citedFlexible Amortized Variational Inference in qBOLD MRI

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cs.CV2022

Learning Structured Gaussians to Approximate Deep Ensembles

Ivor J. A. Simpson, Sara Vicente, Neill D. F. Campbell

This paper proposes using a sparse-structured multivariate Gaussian to provide a closed-form approximator for the output of probabilistic ensemble models used for dense image predi…

cs.CV2018

Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration

Jan Rühaak, Thomas Polzin, Stefan Heldmann +4

We present a novel algorithm for the registration of pulmonary CT scans. Our method is designed for large respiratory motion by integrating sparse keypoint correspondences into a d…