Fachgruppe Informatik

 

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  • Leveraging Synthetically Generated Data for Real Estate Document Classification 

    Deußer, Tobias; Ramien, Gregor; Weber, Nico; Meidinger, Maximilian; Hahnbück, Max; Bauckhage, Christian; Sifa, Rafet (2025-12)
    Document classification in regulated domains like law, finance, or real estate is hindered by the scarcity of labeled data and strict privacy constraints. This paper presents a pipeline for synthetically generating training ...

  • A Survey on Current Trends and Recent Advances in Text Anonymization 

    Deußer, Tobias; Sparrenberg, Lorenz; Berger, Armin; Hahnbück, Max; Bauckhage, Christian; Sifa, Rafet (2025-10)
    The proliferation of textual data containing sensitive personal information across various domains requires robust anonymization techniques to protect privacy and comply with regulations, while preserving data usability ...

  • Super-resolution time-resolved imaging using computational sensor fusion 

    Callenberg, Clara; Lyons, Ashley; den Brok, Dennis; Fatima, Areeba; Turpin, Alex; Zickus, Vytautas; Machesky, Laura; Whitelaw, Jamie; Faccio, Daniele; Hulin, Matthias B. (2021-01-18)
    Imaging across both the full transverse spatial and temporal dimensions of a scene with high precision in all three coordinates is key to applications ranging from LIDAR to fluorescence lifetime imaging. However, compromises ...