"invariant learning" Papers

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Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning

Di Xiong, Shuoyuan Wang, Lei Zhang et al.

AAAI 2025paperarXiv:2412.13594
7
citations

Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference

Yujin Han, Difan Zou

ICML 2024arXiv:2404.13815
12
citations

Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning

Haoxin Liu, Harshavardhan Kamarthi, Lingkai Kong et al.

ICML 2024oralarXiv:2406.09130
26
citations