"explainable artificial intelligence" Papers

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DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control

Oleksii Furman, Ulvi Movsum-zada, Patryk Marszałek et al.

NEURIPS 2025arXiv:2505.23700

REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability

Kristoffer K. Wickstrøm, Thea Brüsch, Michael C. Kampffmeyer et al.

AAAI 2025paperarXiv:2412.08513

Delivering Inflated Explanations

Yacine Izza, Alexey Ignatiev, Peter Stuckey et al.

AAAI 2024paperarXiv:2306.15272

Iterative Search Attribution for Deep Neural Networks

Zhiyu Zhu, Huaming Chen, Xinyi Wang et al.

Position: Explain to Question not to Justify

Przemyslaw Biecek, Wojciech Samek

ICML 2024arXiv:2402.13914

Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark

Mengxi Ya, Yiming Li, Tao Dai et al.