Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models

Lennart Brocki, Neo Christopher Chung

Evaluating, explaining, and visualizing high-level concepts in generative models, such as variational autoencoders (VAEs), is challenging in part due to a lack of known prediction…