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Jahr: 2019
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  1. Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

    Unsupervised pathology detection in medical images using conditional variational autoencoders

    In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 14, No. 3, Pages 451-461, Springer, 2019.

  2. Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels

    Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

    In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, CA, USA, …

  3. Hristina Uzunova; Jan Ehrhardt; Fabian Jacob; Alex Frydrychowicz; Heinz Handels

    Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

    In: Dinggang Shen; Tianming Liu; Terry M. Peters; Lawrence H. Staib; Caroline Essert; Sean Zhou; Pew-Thian Yap; Ali Khan (Hrsg.). Medical Image …

  4. Khurram Azeem Hashmi; Rakshith Bymana Ponnappa; Syed Saqib Bukhari; Martin Jenckel; Andreas Dengel

    Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information

    In: International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition Workshops (ICDARW), …

  5. Daniel Kondratyuk

    Multilingual Learning using Syntactic Multi-Task Training

    Mastersthesis, Institute of Formal and Applied Linguistics, 2019.

  6. Daniel Kondratyuk

    Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning

    In: Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology. Workshop on Computational Research in …

  7. M. Indrees; Leandro L. Minku; Frederic Theodor Stahl; Atta Badii

    A Heterogeneous Online Learning Ensemble for Non-Stationary Environments

    In: Knowledge-Based Systems (KBS), Vol. 188, No. 104983, Pages 1-23, Elsevier Ltd. Amsterdam, 8/2019.

  8. Jochen Wollschläger; Rüdiger Röttgers; Wilhelm Petersen; Oliver Zielinski

    Stick or Dye: Evaluating a Solid Standard Calibration Approach for Point-Source Integrating Cavity Absorption Meters (PSICAM)

    In: Frontiers in Marine Science (FMarS), Vol. 5, No. 535, Pages 1-13, Frontiers Media SA, Lausanne, 2/2019.

  9. Hannelore Waska; J. Greskowiak; J. Ahrens; M. Beck; S. Ahmerkamp†; P. Böning; H. J. Brumsack; J. Degenhardt; C. Ehlert; B. Engelen; N. Grünenbaum; M. Holtappels; K. Pahnke; H. K. Marchant; G. Massmann; D. Meier; B. Schnetger; K. Schwalfenberg; H. Simon; V. Vandieken; Oliver Zielinski; T. Dittmar

    Spatial and Temporal Patterns of Pore Water Chemistry in the Inter-Tidal Zone of a High Energy Beach

    In: Frontiers in Marine Science (FMarS), Vol. 6, No. 154, Pages 1-16, Lausanne, Schweiz, 4/2019.

  10. Greta Reintjes; Halina E. Tegetmeyer; Miriam Bürgisser; Sandi Orlic; Ivo Tews; Mikhail Zubkov; Daniela Voß; Oliver Zielinski; Christian Quast; Frank Oliver Glöckner; Rudolf Amann; Timothy G. Ferdelman; Bernhard M. Fuchs

    On-Site Analysis of Bacterial Communities of the Ultraoligotrophic South Pacific Gyre

    In: Hideaki Nojiri (Hrsg.). Applied and Environmental Microbiology (AEM), Vol. 85, No. 14, Pages 1-14, American Society for Microbiology Journals, …

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