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Interpretable Image Generation on CelebA

51.14SteerabilityCC
24.578431.474238.3745.2658Mar 25, 2025

Evaluation results

MethodLinks
CCPost-hoc training=true, Training without concept-labeled real images=true, Inherently interpretable model=false2025.0351.1487.657.6568.3
CB-AEPost-hoc training=true, Training without concept-labeled real images=true, Inherently interpretable model=true2025.0347.3486.569.521429.5
CBGMPost-hoc training=false, Training without concept-labeled real images=false, Inherently interpretable model=true2025.0325.6—9.150240