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Open Access Academic Papers from Research Square

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Article under-review

MemCLR-GANomaly: Unsupervised Anomaly Detection with Dynamic Memory Bank and Contrastive Learning

Xiaona Song, Runqing Zhang, Lijun Wang, Kaixuan Lv, Ying Zhu

Anomaly detection in complex industrial scenarios requires models that characterize normal patterns and maintain high sensitivity to subtle anomalies. Generative Adversarial Networks (GANs) have attra...

Scientific Reports 2026-04-21 rs-9293833
Anomaly Detection SimCLR Dynamic Memory Bank Adaptive Fusion Network
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