2025 "model explainability" Papers

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Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

Yucheng Shi, Quanzheng Li, Jin Sun et al.

ICLR 2025posterarXiv:2502.14044
6
citations

Metric-Driven Attributions for Vision Transformers

Chase Walker, Sumit Jha, Rickard Ewetz

ICLR 2025poster
1
citations

SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism

Reda Marzouk, Shahaf Bassan, Guy Katz

NeurIPS 2025posterarXiv:2510.21599
2
citations

Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm

Clément Bénard

NeurIPS 2025posterarXiv:2510.24815