Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models

18 June 2024

Papers citing "Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models"

5 / 5 papers shown

Title
Mapping User Trust in Vision Language Models: Research Landscape, Challenges, and Prospects Agnese Chiatti Sara Bernardini Lara Shibelski Godoy Piccolo Viola Schiaffonati Matteo Matteucci 60 0 0 08 May 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang H. Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 104 6 0 28 Jan 2025
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 45 0 0 13 Jun 2024
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 135 185 0 31 May 2022
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research Markus Langer Daniel Oster Timo Speith Holger Hermanns Lena Kästner Eva Schmidt Andreas Sesing Kevin Baum XAI 51 415 0 15 Feb 2021