IEEE transactions on pattern analysis and machine intelligenceAlgorithmsHumansMachine LearningDatabasesFactual
CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization.
Lin Zhu, Weihan Yin, Yiyao Yang, Yifei Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
Published: 202610.1109/TPAMI.2025.3616163
Abstract
In real-world scenarios, training and test data are often collected in diverse settings, leading to domain shifts arising from evolving environments and selection bias. While causality-inspired methods have shown promising results in tackling the out…
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