Skip to main content Skip to main navigation

Publikationen

Seite 1 von 3.

  1. Siting Liang; Pablo Valdunciel Sánchez; Daniel Sonntag

    Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs

    In: Association for Computational Linguistics. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2024), March 17-22, St. Julians, Malta, ACL Anthology, 2024.

  2. Siting Liang; Hans-Jürgen Profitlich; Maximilian Klass; Niko Möller-Grell; Celine-Fabienne Bergmann; Simon Heim; Christian Niklas; Daniel Sonntag

    Building A German Clinical Named Entity Recognition System without In-domain Training Data

    In: Association for Computational Linguistics. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL-2024), June 17-21, Mexico City, Mexico, ACL Anthology, 2024.

  3. Ho Minh Duy Nguyen; Hoang Nguyen; Nghiem T. Diep; Tan Pham; Tri Cao; Binh T. Nguyen; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert

    LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching

    In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), December 10-16, USA, Advances in Neural Information Processing Systems, 12/2023.

  4. Ho Minh Duy Nguyen; Tan Pham; Nghiem Tuong Diep; Nghi Phan; Quang Pham; Vinh Tong; Binh T. Nguyen; Ngan Hoang Le; Nhat Ho; Pengtao Xie; Daniel Sonntag; Mathias Niepert

    On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

    In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), Workshop on Robustness of Few-shot and Zero-shot Learning in Foundation Models, December 10-16, Advances in Neural Information Processing Systems, 12/2023.

  5. Md Abdul Kadir; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

    A User Interface for Explaining Machine Learning Model Explanations

    In: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2023), March 27-31, Sydney, NSW, Australia, Pages 59-63, IUI'23 Companion, Vol. Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, ISBN 9798400701078, Association for Computing Machinery, New York, NY, United States, 3/2023.

  6. Ho Minh Duy Nguyen; Hoang Nguyen; Mai T. N. Truong; Tri Cao; Binh T. Nguyen; Nhat Ho; Paul Swoboda; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag

    Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering

    In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-2023). AAAI Conference on Artificial Intelligence (AAAI), February 7-14, Washington, DC, USA, AAAI Press, 2/2023.

  7. Siting Liang; Klaus Kades; Matthias A. Fink; Peter M. Full; Tim F. Weber; Jens Kleesiek; Michael Strube; Klaus Maier-Hein

    Fine-tuning BERT Models for Summarizing German Radiology Findings

    In: Tristan Naumann; Steven Bethard; Kirk Roberts; Anna Rumshisky (Hrsg.). Proceedings of the 4th Clinical Natural Language Processing Workshop. Clinical Natural Language Processing Workshop (ClinicalNLP-2022), located at NAACL 2022, July 14, Seattle, WA, USA, Association for Computational Linguistics, 7/2022.

  8. Siting Liang; Mareike Hartmann; Daniel Sonntag

    Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop

    In: Second Workshop on Bridging Human-Computer Interaction and Natural Language Processing - Proceedings of the Workshop. Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP-2022), located at NAACL 2022, July 15, Seattle, Washington, USA, ISBN 978-1-955917-90-2, Association for Computational Linguistics, 7/2022.

  9. Ho Minh Duy Nguyen; Thu T. Nguyen; Huong Vu; Quang Pham; Manh-Duy Nguyen; Binh T. Nguyen; Daniel Sonntag

    TATL: Task Agnostic Transfer Learning for Skin Attributes Detection

    In: Medical Image Analysis, Vol. 01, Pages 1-27, Elsevier, 2022.

  10. Ho Minh Duy Nguyen; Roberto Henschel; Bodo Rosenhahn; Daniel Sonntag; Paul Swoboda

    LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

    In: Conference on Computer Vision and Pattern Recognition (CVPR) 2022. International Conference on Computer Vision and Pattern Recognition (CVPR), June 21-24, IEEE/CVF, 2022.