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PyTorch implementation of the SonoNet Ultrasound standard plane detector

Project for the Graph representation learning summer school (02901 Advanced Topics in Machine Learning course) at the Technical University of Denmark in August 2022.

The python code used for the numerical examples in the paper "Reconstructing anisotropic conductivities on two-dimensional Riemannian manifolds from power densities". A preprint of this paper is available on arXiv: https://arxiv.org/abs/2202.12056.

The python code used for the numerical examples in the paper "Conductivity reconstruction from power density data in limited view". A preprint of this paper is available on arXiv: https://arxiv.org/abs/2202.12370.

The python code used for the numerical examples in the paper "Jacobian of solutions to the conductivity equation in limited view". A preprint of this paper is available on arXiv: http://arxiv.org/abs/2207.03849.

This repository contains the code for the paper "Reinforcement learning of causal variables using mediation analysis" as accepted for AAAI-22.

Test

For the analysis of eye movement data taken from Varjo HMD.

Adversarial uncertainty project -- attempt to quantify the quality of uncertainty estimates in GPs and similar models subject to non-homogeneous noise variance.

Topological Priors for Image segmentation