Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models

Townim Faisal Chowdhury, Vu Minh Hieu Phan, Kewen Liao +5

Counterfactual explanations (CFE) for deep image classifiers aim to reveal how minimal input changes lead to different model decisions, providing critical insights for model interp…