IEEE transactions on cybernetics
VTFusion: A Vision-Text Multimodal Fusion Network for Few-Shot Anomaly Detection.
Yuxin Jiang, Yunkang Cao, Yuqi Cheng, Yiheng Zhang, Weiming Shen
Published: 202610.1109/TCYB.2026.3651630
Abstract
Few-shot anomaly detection (FSAD) has emerged as a critical paradigm for identifying irregularities using scarce normal references. While recent methods have integrated textual semantics to complement visual data, they predominantly rely on features…
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