most citedRevisiting Few-Shot Learning from a Causal Perspective

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cs.CV2025

GAFD-CC: Global-Aware Feature Decoupling with Confidence Calibration for OOD Detection

Kun Zou, Yongheng Xu, Jianxing Yu +3

Out-of-distribution (OOD) detection is paramount to ensuring the reliability and robustness of learning models in real-world applications. Existing post-hoc OOD detection methods d…