Sprachtechnologie und Multilingualität

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1. 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), …

2. 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), …

3. 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, …

4. Michael Barz; Omair Shahzad Bhatti; Hasan Md Tusfiqur Alam; Ho Minh Duy Nguyen; Daniel Sonntag

   Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data Based on Few-Shot Image Classification

   In: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces …

5. 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.

6. 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), …

7. Ho Minh Duy Nguyen; Duy M. Nguyen; Huong Vu; Binh T. Nguyen; Fabrizio Nunnari; Daniel Sonntag

   An Attention Mechanism using Multiple Knowledge Sources for COVID-19 Detection from CT Images

   In: The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Conference on Artificial Intelligence (AAAI), Workshop on Trustworthy …

8. Ho Minh Duy Nguyen; Truong Thanh-Nhat Mai; Ngoc Trong Tuong Than; Alexander Prange; Daniel Sonntag

   Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction

   In: Proceedings of the 44th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27 - …

9. Ho Minh Duy Nguyen; Abraham Ezema; Fabrizio Nunnari; Daniel Sonntag

   A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net

   In: KI 2020: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2020), 43rd, September 21-25, Bamberg, Germany, …

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