2025 "feature attribution" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Boosting the visual interpretability of CLIP via adversarial fine-tuning

Shizhan Gong, Haoyu LEI, Qi Dou et al.

ICLR 2025poster
7
citations

Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI

Won Jun Kim, Hyungjin Chung, Jaemin Kim et al.

CVPR 2025posterarXiv:2411.15265
2
citations

Minimizing False-Positive Attributions in Explanations of Non-Linear Models

Anders Gjølbye, Stefan Haufe, Lars Kai Hansen

NEURIPS 2025posterarXiv:2505.11210
1
citations

Provably Accurate Shapley Value Estimation via Leverage Score Sampling

Christopher Musco, R. Teal Witter

ICLR 2025posterarXiv:2410.01917
14
citations

Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values

R. Teal Witter, Yurong Liu, Christopher Musco

NEURIPS 2025posterarXiv:2506.11849
2
citations

Rethinking Shapley Value for Negative Interactions in Non-convex Games

Wonjoon Chang, Myeongjin Lee, Jaesik Choi

ICLR 2025poster

SHAP values via sparse Fourier representation

Ali Gorji, Andisheh Amrollahi, Andreas Krause

NEURIPS 2025spotlightarXiv:2410.06300
2
citations