Browsing by Subject "Causality"
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Generative Causal Modelling Techniques for Visual Model Explanation and Counterfactual Audio Generation
(2023-12-14)This thesis evaluates the effectiveness of two recent works in the area of nonlinear causal modelling, DeepSCM and ImageCFGen, in their ability to explain image classifiers and model audio data. First, techniques are ...