Benchmarking and Enhancing Disentanglement in Concept-Residual Models

Renos Zabounidis, Ini Oguntola, Konghao Zhao +3

Concept bottleneck models (CBMs) are interpretable models that first predict a set of semantically meaningful features, i.e., concepts, from observations that are subsequently used…