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jmaces's repositories

aapm-ct-challenge

AAPM DL Sparse-View Computed Tomography Image Reconstruction Challenge - Team Robust-And-Stable

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robust-nets

Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdonald, and M. März (2020).

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keras-adf

Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

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statstream

Statistics for Streaming Data

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mfo_dl_seminar_2018

Materials for the practical session and from the lectures of the Oberwolfach Seminar: Mathematics of Deep Learning

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rde

Official implementation of the paper "A Rate-Distortion Framework for Explaining Neural Network Decisions" by J. Macdonald, S. Wäldchen, S. Hauch and G. Kutyniok (2019).

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torch-adf

PyTorch implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

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innvestigate

A toolbox to iNNvestigate neural networks' predictions!

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jmaces.github.io

public content of my personal website

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