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  1. Stark, Maximilian [Author]; Ait Aoudia, Fayçal [Author]; Hoydis, Jakob [Author] ; Technische Universität Hamburg, Technische Universität Hamburg Institut für Nachrichtentechnik

    Joint learning of geometric and probabilistic constellation shaping

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    Hamburg: Technische Universität Hamburg, Universitätsbibliothek, 2019

    Published in: Proc. IEEE Globecom Conf. Workshops (GC Wkshps), Waikoloa, Hawaii, USA, (2019-12)

  5. Hu, Tingli [Author]; Kühn, Johannes [Author]; Matouq, Jumana [Author]; Haddadin, Sami [Author]

    Learning and Identification of human upper-limb muscle synergies in daily-life tasks with autoencoders - [published Version]

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    Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2018-05-16

  8. Ortega Adarme, M.X. [Author]; Soto Vega, P.J. [Author]; Costa, G.A.O.P. [Author]; Feitosa, R.Q. [Author]; Heipke, C. [Author]; Altan, O. [Author]; Sunar, F. [Author]; Klein, D. [Author]

    A Debiasing Variational Autoencoder for Deforestation Mapping - [published Version]

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    Katlenburg-Lindau : Copernicus Publications, 2023

    Published in: International Symposium on Remote Sensing of Environment (ISRSE-39) “From Human needs to SDGs” ; International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Archives) ; XLVIII-M-1-2023

  9. Ning, Wanchen [Author]; Acharya, Aneesha [Author]; Sun, Zhengyang [Author]; Ogbuehi, Anthony Chukwunonso [Author]; Li, Cong [Author]; Hua, Shiting [Author]; Ou, Qianhua [Author]; Zeng, Muhui [Author]; Liu, Xiangqiong [Author]; Deng, Yupei [Author]; Haak, Rainer [Author]; Ziebolz, Dirk [Author]; Schmalz, Gerhard [Author]; Pelekos, George [Author]; Wang, Yang [Author]; Hu, Xianda [Author]

    Deep Learning Reveals Key Immunosuppression Genes and Distinct Immunotypes in Periodontitis

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    Lausanne: Frontiers Research Foundation, [2023]

    Published in: Frontiers in genetics ; 12, (2021)

  12. Paul, Ronak [Author]; Reid, Sean [Author]; Vieira, Carolina Coimbra [Author]; Wolfe, Chris [Author]; Zhang, Yan [Author]; Zhao, Yuan [Author]; Chunara, Rumi [Author]

    Methodological improvements in social vulnerability index construction reinforce role of wealth across international contexts

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    Rostock, Germany: Max Planck Institute for Demographic Research, [2023]

    Published in: Max-Planck-Institut für Demografische Forschung: MPIDR working papers ; 2023,17

  14. Pache, Rupert [Author]; Rung, Thomas [Author] ; Technische Universität Hamburg, Technische Universität Hamburg Institut für Fluiddynamik und Schiffstheorie

    Data-driven surrogate modeling of aerodynamic forces on the superstructure of container vessels

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    2022

    Published in: Engineering applications of computational fluid mechanics ; 16(2022), 1 vom: 7. März, Seite 746-763

  15. Bengs, Marcel [Author]; Behrendt, Finn [Author]; Krüger, Julia [Author]; Opfer, Roland [Author]; Schlaefer, Alexander [Author] ; Technische Universität Hamburg, Technische Universität Hamburg Institute for Algorithms and Complexity

    Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI

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    2021

    Published in: International journal of computer assisted radiology and surgery ; 16(2021), 9, Seite 1413-1423

  18. Dias da Cruz, Steve [Author] ; Stricker, Didier [Degree supervisor]; Kloft, Marius [Degree supervisor]

    Towards Reliable Computer Vision Feature Extraction by Novel Autoencoder Methods

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    Kaiserslautern-Landau: Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, 2023

  19. Karatas, Abdullah [Author] ; Karatas, Abdullah [Degree supervisor]

    Comparison of model-based methods with machine learning strategies for defect reconstruction, classification, and regression in the field of measurement technology

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    Kaiserslautern: Technische Universität Kaiserslautern, 2022

    Published in: Berichte aus dem Lehrstuhl für Messtechnik und Sensorik ; 14