"invariant feature learning" Papers

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Sufficient Invariant Learning for Distribution Shift

Taero Kim, Subeen Park, Sungjun Lim et al.

CVPR 2025posterarXiv:2210.13533
3
citations

Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models

Jie ZHANG, Xiaosong Ma, Song Guo et al.

ICML 2024poster

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

Xueyang Tang, Song Guo, Jingcai Guo et al.

ICML 2024poster

MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation

Yanzuo Lu, Meng Shen, Andy J Ma et al.

AAAI 2024paperarXiv:2312.07871
22
citations

Trend-Aware Supervision: On Learning Invariance for Semi-supervised Facial Action Unit Intensity Estimation

Yingjie Chen, Jiarui Zhang, Tao Wang et al.

AAAI 2024paperarXiv:2503.08078
1
citations