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Jahr: 2021
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  1. Carlo D'Eramo; Davide Tateo; Andrea Bonarini; Marcello Restelli; Jan Peters

    MushroomRL: Simplifying Reinforcement Learning Research

    In: Journal of Machine Learning Research, Vol. 22, Pages 131:1-131:5, JMLR, 2021.

  2. Niyati Rawal; Dorothea Koert; Cigdem Turan; Kristian Kersting; Jan Peters; Ruth Stock-Homburg

    ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition

    In: Frontiers in Robotics and AI, Vol. 8, Pages 0-10, Frontiers, 2021.

  3. Khurram Azeem Hashmi; Didier Stricker; Marcus Liwicki; Muhammad Noman Afzal; Muhammad Zeshan Afzal

    Guided Table Structure Recognition Through Anchor Optimization

    In: IEEE Access, Vol. 9, Pages 113521-113534, IEEE, 8/2021.

  4. Jan Nehring; Nils Feldhus; Harleen Kaur; Akhyar Ahmed

    Combining Open Domain Question Answering with a Task-Oriented Dialog System

    In: Song Feng; Siva Reddy; Malihe Alikhani; He He; Yangfeng Ji; Mohit Iyyer; Zhou Yu (Hrsg.). Proceedings of the 1st Workshop on Document-grounded …

  5. Nils Feldhus; Robert Schwarzenberg; Sebastian Möller

    Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools

    In: Heike Adel; Shuming Shi (Hrsg.). Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. …

  6. Anna M. Schlagowski; Katharina Knöringer; Sandrine Morlot; Ana Sáchez Vicente; Felix Boos; Nabeel Khalid; Sheraz Ahmed; Jana Schramm; Lena Maria Murschall; Per Haberkant; Frank Stein; Jan Riemer; Benedikt Westermann; Ralf J. Braun; Konstanze F. Winklhofer; Gilles Charvin; Johannes M. Herrmann1

    Increased levels of the mitochondrial import factor Mia40 prevent the aggregation of polyQ proteins in the cytosol

    In: The EMBO Journal (EMBO J 2021), Vol. None, Pages 1-44, The EMBO Journal, 6/2021.

  7. Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed

    DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images

    In: IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI’21) JOINTLY ORGANISED WITH THE 17TH IEEE-EMBS INTERNATIONAL …

  8. Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed

    DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images

    In: 2021 International Joint Conference on Neural Networks (IJCNN). International Joint Conference on Neural Networks (IJCNN-2021), July 18-20, …

  9. Christoffer Edlund; Timothy R. Jackson; Nabeel Khalid; Nicola Bevan; Timothy Dale; Andreas Dengel; Sheraz Ahmed; Johan Trygg; Rickard Sjögren

    LIVECell—A large-scale dataset for label-free live cell segmentation

    In: Nature Research, Vol. None, Pages 1-8, Nature Methods, 8/2021.

  10. Felix Kruse; Jan-Philipp Awick; Jorge Marx Gómez; Peter Loos

    Developing a legal form classification and extraction approach for company entity matching - Benchmark of rule-based and machine learning approaches

    In: Witold Abramowicz; Sören Auer; Elżbieta Lewańska (Hrsg.). 24th International Conference on Business Information Systems - Conference Proceedings. …

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