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André Fernandes's Projects

brain-phantom-tools icon brain-phantom-tools

Tools for reproducing the Brain Imaging Phantoms dataset and extending it for further research.

dagma icon dagma

DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization

disentanglement_lib icon disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

my-causal-vae icon my-causal-vae

Repository for reproducing the results of my MSc. Thesis entitled "Causally Structured Counterfactual Generation for Interpretable Medical Image Analysis"

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