FaceX aggregates Grad-CAM attributions over 19 facial regions to produce summary heatmaps and high-impact patches for face attribute classifiers, and evaluates its bias-detection ability on controlled and real-world benchmarks.
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FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations
FaceX aggregates Grad-CAM attributions over 19 facial regions to produce summary heatmaps and high-impact patches for face attribute classifiers, and evaluates its bias-detection ability on controlled and real-world benchmarks.