Interactive Machine Learning

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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. Sara-Jane Bittner; Michael Barz; Daniel Sonntag

   FunduScope: a human-centered, machine learning-based interactive tool for training junior ophthalmologists in diabetic retinopathy detection

   In: Frontiers in Big Data, Vol. Volume 9 - 2026, Pages 1-14, Frontiers Media SA, 3/2026.

3. Omar Adjali; Siting Liang; Omair Shahzad Bhatti; Daniel Sonntag

   Aligning Instruction-Tuned LLMs for Event Extraction with Multi-objective Reinforcement Learning

   In: Springer (Hrsg.). Advances in Information Retrieval. European Conference on Information Retrieval (ECIR), 48th European Conference on Information Retrieval, located at ECIR-2026, March 29 - April 2, Delft, Netherlands, ISBN 978-3-032-21300-6, Springer, Cham, 3/2026.

4. László Kopácsi; Abdulrahman Mohamed Selim; Arham Ahmed; Michael Barz; Daniel Sonntag

   GazeDrift: A Balloon-Popping Serious Game for Eye Tracking Troubleshooting in VR

   In: 2026 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (IEEEVR-2026), March 21-25, Daegu, Korea, Republic of, IEEE, 3/2026.

5. László Kopácsi; Michael Barz; Daniel Sonntag

   GTK: An Open-Source Toolkit for Gaze-based Interaction in XR

   In: 2026 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (IEEEVR-2026), March 21-25, Daegu, Korea, Republic of, IEEE, 3/2026.

6. László Kopácsi; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

   GTK: A Gaze-Based Interaction Toolkit in XR

   In: 2026 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (IEEEVR-2026), March 21-25, Daegu, Korea, Republic of, IEEE, 3/2026.

7. 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.

8. 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.

9. 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.

10. 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.

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