"black-box models" Papers

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NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models

Tuc Van Nguyen, James Michels, Hua Shen et al.

AAAI 2025paperarXiv:2408.10528
1
citations

Probing Neural Combinatorial Optimization Models

Zhiqin Zhang, Yining Ma, Zhiguang Cao et al.

NEURIPS 2025spotlightarXiv:2510.22131
1
citations

SHAP values via sparse Fourier representation

Ali Gorji, Andisheh Amrollahi, Andreas Krause

NEURIPS 2025spotlightarXiv:2410.06300
3
citations

Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering

Zaid Khan, Yun Fu

CVPR 2024arXiv:2404.10193
26
citations

Explain Temporal Black-Box Models via Functional Decomposition

Linxiao Yang, Yunze Tong, Xinyue Gu et al.

ICML 2024oral

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Patrick Altmeyer, Mojtaba Farmanbar, Arie Van Deursen et al.

AAAI 2024paperarXiv:2312.10648
7
citations

Improving Factuality and Reasoning in Language Models through Multiagent Debate

Yilun Du, Shuang Li, Antonio Torralba et al.

ICML 2024arXiv:2305.14325
1274
citations

Transferable 3D Adversarial Shape Completion using Diffusion Models

Xuelong Dai, Bin Xiao

ECCV 2024arXiv:2407.10077
1
citations