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When Rule Violations Are Rare: Chimera Training for Logical Anomaly Detection

arXiv cs.LG · 2026-05-27 Cached

The paper introduces Chimera Training, a method for logical anomaly detection that uses counterfactual construction at the feature level to train neural rule evaluators without requiring real anomalous images, improving rule-level anomaly detection performance on benchmarks like CLEVRER, OpenImages, and VidOR.

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