14 citations · 37 across the 11 of their papers we have counts for
3 papers · 1 filter
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation
Cong Wang, Haocheng Han, Caleb Chen Cao
Explanation of AI, as well as fairness of algorithms' decisions and the transparency of the decision model, are becoming more and more important. And it is crucial to design effect…
Resisting Out-of-Distribution Data Problem in Perturbation of XAI
Luyu Qiu, Yi Yang, Caleb Chen Cao +5
With the rapid development of eXplainable Artificial Intelligence (XAI), perturbation-based XAI algorithms have become quite popular due to their effectiveness and ease of implemen…
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI)
Janet Hui-wen Hsiao, Hilary Hei Ting Ngai, Luyu Qiu +2
More recently, Explainable Artificial Intelligence (XAI) research has shifted to focus on a more pragmatic or naturalistic account of understanding, that is, whether the stakeholde…