Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models.

Hengyi Wang Shiwei Tan Hao Wang

Published in: CoRR (2024)

Keyphrases

probabilistic model
mathematical models
conceptual models
vision system
statistical models
parametric family
conceptual knowledge
parametric models
knowledge structures
classification models
posterior probability
real time
experimental data
complex systems
prior knowledge
computer vision
information retrieval