University of Washington; The Hong Kong University of Science and Technology; Rutgers University
Xinyue Xu, Yi Qin, Lu Mi, Hao Wang, Xiaomeng Li
Interpretability;Concepts;Energy-Based Model;Probabilistic Methods
Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations