Interaktives Maschinelles Lernen

Seite 1 von 27.

1. Christoph Albert Johns; László Kopácsi; Michael Barz; Daniel Sonntag

   Heads Up!: Towards In Situ Photogrammetry Annotations and Augmented Reality Visualizations for Guided Backcountry Skiing

   In: AlpCHI Demos: Hands-On Innovation: Interactive Demos. International Conference on Human-Computer Interaction in the Alps (AlpCHI-2026), March 1-5, Ascona, Switzerland, AlpCHI, 3/2026.

2. Hannes Kath; Thiago Gouvea; Daniel Sonntag

   The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric

   In: Transactions on Machine Learning Research (TMLR), Pages 1-22, 2/2026.

3. Hasan Md Tusfiqur Alam; Tim Maurer; Abdulrahman Mohamed Selim; Matthias Eiletz; Michael Barz; Daniel Sonntag

   Asynchronous federated learning for web-based OCT image analysis

   In: Journal of Medical Imaging (JMI), Vol. 13, No. 1, Pages 014501-014501, Society of Photo-Optical Instrumentation Engineers, 1/2026.

4. Huy M. Le; Ba Dat Nguyen; Ngan T. T. Vo; Tuan D. Q. Nguyen; Nguyen Binh Le; Ho Minh Duy Nguyen; Daniel Sonntag; Lizi Liao; Binh T. Nguyen

   Reinforce Trustworthiness in Multimodal Emotional Support System

   In: The 40th Annual AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2026), January 20-27, Singapore, AAAI Press, 2026.

5. Cuong Tran Van; Trong-Thang Pham; Ngoc-Son Nguyen; Ho Minh Duy Nguyen; Hong Anh Le

   DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction

   In: Transactions on Machine Learning Research (TMLR), Vol. 12/2025, Pages 1-12, Transactions on Machine Learning Research, 2026.

6. Taisei Hanyu; Nhat Chung; Huy Le; Toan Nguyen; Yuki Ikebe; Anthony Gunderman; Ho Minh Duy Nguyen; Khoa Vo; Tung Kieu; Kashu Yamazaki; Chase Rainwater; Anh Nguyen; Ngan Le

   Slotvla: Towards modeling of object-relation representations in robotic manipulation

   In: Proceedings of ICRA 2026. IEEE International Conference on Robotics and Automation (ICRA-2026), ICRA, 2026.

7. Ho Minh Duy Nguyen; Trung Nguyen; Ha Thi Hong Le; Mai Thanh Nhat Truong; TrungTin Nguyen; Nhat Ho; Khoa D Doan; Duy Duong-Tran; Li Shen; Daniel Sonntag; James Zou; Mathias Niepert; Hyojin Kim; Jonathan E Allen

   FACET: A Fragment-Aware Conformer Ensemble Transformer

   In: Proceedings of ICLR 2026. International Conference on Learning Representations (ICLR-2026), ICLR, 2026.

8. Nhat Chung; Taisei Hanyu; Toan Nguyen; Huy Le; Frederick Bumgarner; Ho Minh Duy Nguyen; Khoa Vo; Kashu Yamazaki; Chase Rainwater; Tung Kieu; Anh Nguyen; Ngan Le

   Rethinking progression of memory state in robotic manipulation: An object-centric perspective

   In: Proceedings of AAAI 2026. AAAI Conference on Artificial Intelligence (AAAI-2026), AAAI, 2026.

9. Abdulrahman Mohamed Selim; Omair Shahzad Bhatti; Amr Gomaa; Michael Barz; Daniel Sonntag

   Do You (Dis)agree With Me? Modelling Implicit User Disagreement in Human–AI Interaction Using Gaze Data

   In: Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. ACM International Conference on Human Factors in Computing Systems (CHI-2026), April 13-17, Barcelona, Spain, Association for Computing Machinery (ACM), 2026.

10. Rida Saghir; Saleem Ahmad; László Kopácsi; Thiago Gouvea; Daniel Sonntag

    User-Centric Active Learning through Immersive Visualization

    In: 2026 IEEE Conference Virtual Reality and 3D User Interfaces (VR). IEEE Conference on Virtual Reality and 3D User Interfaces (VR-2026), IEEE, 2026.

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