"invariant feature learning" Papers

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Sufficient Invariant Learning for Distribution Shift

Taero Kim, Subeen Park, Sungjun Lim et al.

CVPR 2025arXiv:2210.13533

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

Jie ZHANG, Xiaosong Ma, Song Guo et al.

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

Xueyang Tang, Song Guo, Jingcai Guo et al.

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

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

AAAI 2024paperarXiv:2312.07871

ReCoRe: Regularized Contrastive Representation Learning of World Model

Rudra P, K. Poudel, Harit Pandya et al.

CVPR 2024arXiv:2312.09056

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