I'm a Computational Scientist specializing in computer vision, probabilistic ML, and causal inference to advance neuroscience research, particularly in making safer ML for clinical applications.
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conv-beta-iVAE
conv-beta-iVAE PublicConvolutional version of the beta-Intact-VAE to help control for spurious correlations in counterfactual image generation.
Python 1
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3dscm
3dscm PublicCounterfactual inference for 3D brain imaging using deep structural causal models.
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