EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and Quantized Vectors

Sangwon Kim, Dasom Ahn, Byoung Chul Ko +2

The demand for reliable AI systems has intensified the need for interpretable deep neural networks. Concept bottleneck models (CBMs) have gained attention as an effective approach…