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Researcher profile

Matteo Matteucci

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Extracting finite state representations from recurrent models of Industrial Cyber Physical Systems

    2020

    Neural networks are being broadly explored for the identification of Industrial Cyber Physical Systems (ICPS) models from data sequences. However, learned representations typically lack explainability, representing a major challenge of deep learning. Interpreting the information …

  2. Your image generator is your new private dataset

    2025 · Image and Vision Computing

    Generative diffusion models have emerged as powerful tools to synthetically produce training data, offering potential solutions to data scarcity and reducing labelling costs for downstream supervised deep learning applications. However, existing approaches for synthetic dataset …