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July 1, 2024IEEE Transactions on Industrial Informatics38 citations

Dual-Constraint Autoencoder and Adaptive Weighted Similarity Spatial Attention for Unsupervised Anomaly Detection

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RZRuifan ZhangHWHao WangMFM.Q. Feng

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Zhang et al. (2024) studied this question.

synapsesocial.com/papers/68e61ca7b6db6435875af04ahttps://doi.org/10.1109/tii.2024.3384583
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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1DualAD: Dual adversarial network for image anomaly detection⋆2024 · 2 citations
  2. 2Adaptive anomaly detection via dual autoencoders with automated hyperparameter and batch optimization2026
  3. 3MCAKE: Memory Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection2025
  4. 4AUTOENCODERS FOR ANOMALY DETECTION: A COMPREHENSIVE ARCHITECTURAL REVIEW, COMPARATIVE INSIGHTS, AND PRACTICAL GUIDANCE2025 · 3 citations
  5. 5Spectral-Spatial Anomaly Detection in Hyperspectral Imagery Based on Dual-Domain Autoencoders2024 · 1 citations