On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs

Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert +5

The thriving research field of concept-based explainable artificial intelligence (C-XAI) investigates how human-interpretable semantic concepts embed in the latent spaces of deep n…