Poster "spurious correlation mitigation" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)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

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Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples

WEIWEI LI, Junzhuo Liu, Yuanyuan Ren et al.

CVPR 2025arXiv:2512.22874
1
citations

Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions

Hidde Fokkema, Tim van Erven, Sara Magliacane

NEURIPS 2025arXiv:2502.06536
3
citations

Causal Action Influence Aware Counterfactual Data Augmentation

Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica et al.

ICML 2024arXiv:2405.18917
11
citations

Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization

Xueyang Tang, Song Guo, Jingcai Guo et al.

ICML 2024

Vision-and-Language Navigation via Causal Learning

Liuyi Wang, Zongtao He, Ronghao Dang et al.

CVPR 2024arXiv:2404.10241
45
citations