"dataset bias" Papers

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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)

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A Decade's Battle on Dataset Bias: Are We There Yet?

Zhuang Liu, Kaiming He

ICLR 2025arXiv:2403.08632
53
citations

Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning

Stefan Smeu, Dragos-Alexandru Boldisor, Dan Oneata et al.

CVPR 2025highlightarXiv:2412.00175
9
citations

Rethinking Fair Representation Learning for Performance-Sensitive Tasks

Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz et al.

ICLR 2025arXiv:2410.04120
7
citations

Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video

Zhaobo Qi, Yibo Yuan, Xiaowen Ruan et al.

AAAI 2024paperarXiv:2401.07567
15
citations

Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning

Ximei Wang, Junwei Pan, Xingzhuo Guo et al.

AAAI 2024paperarXiv:2309.10302
4
citations

Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization

Nayeong Kim, Juwon Kang, Sungsoo Ahn et al.

ICML 2024arXiv:2409.03303
5
citations

Towards Multimodal Sentiment Analysis Debiasing via Bias Purification

Dingkang Yang, Mingcheng Li, Dongling Xiao et al.

ECCV 2024arXiv:2403.05023
35
citations