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most citedGlobal-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection

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cs.CV2026

VTFusion: A Vision-Text Multimodal Fusion Network for Few-Shot Anomaly Detection

Yuxin Jiang, Yunkang Cao, Yuqi Cheng +2

Few-Shot Anomaly Detection (FSAD) has emerged as a critical paradigm for identifying irregularities using scarce normal references. While recent methods have integrated textual sem…