Interactive Machine Learning

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1. Novruz Mammadli; Thiago Gouvea; Daniel Sonntag

   Multi-species Mixing for Weakly Supervised SED Under Domain Shift

   In: Diedrich Wolter; Gesina Schwalbe (Hrsg.). KI 2026: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2026), 49th German Conference on Artificial Intelligence, August 11-14, Bremen, Germany, Pages 269-276, Lecture Notes in Computer Science (LNCS), Vol. 16830, ISBN 978-3-032-32335-4, Springer Nature Switzerland, Cham, 2027.

2. Abdulrahman Mohamed Selim; Omair Shahzad Bhatti; Lukas Wilde; Minh Khue Pham; Michael Barz; Daniel Sonntag

   Local Optical Flow for Eye Movement Event Detection in Head-Mounted Setups

   In: Proceedings of the 28th International Conference On Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2026), located at ICMI-2026, October 5-9, Napoli, Italy, Pages 290-298, ISBN 9798400723186, Association for Computing Machinery, New York, NY, USA, 10/2026.

3. Hasan Md Tusfiqur Alam; Abdulrahman Mohamed Selim; László Kopácsi; Daniel Sonntag

   ConceptLens: Interactive Concept Bottlenecks for Black-Box Models

   In: Proceedings of the 28th International Conference On Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2026), located at ICMI-2026, October 5-9, Napoli, Italy, Pages 1452-1454, ISBN 9798400723186, Association for Computing Machinery, New York, NY, USA, 10/2026.

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

   EAGER: Enhancing Generative Event Extraction via Reinforcement Learning with Verifiable Rewards

   In: Association for Computational Linguistics (Hrsg.). Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing (EMNLP-2026), October 24-29, Budapest, Hungary, Vol. Findings of the Association for Computational Linguistics: EMNLP 2026, Association for Computational Linguistics, 10/2026.

5. Melya Boukheddimi; Omar Adjali; Daniel Sontag; Frank Kirchner (Hrsg.)

   WOLF-VLA: Whole-Body Humanoid Optimal Locomotion Framework for Vision-Language-Action Learning

   IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2026), located at IEEE/IROS-2026, September 27 - October 1, PITTSBURGH, USA, IEEE, 9/2026.

6. Hannes Kath; Thiago Gouvea; Daniel Sonntag

   Novel class identification: A human-in-the-loop approach for efficient species recognition in bioacoustic data

   In: Jeffrey W. Doser (Hrsg.). Methods in Ecology and Evolution, Pages 1-18, Wiley Online Library, 7/2026.

7. Keno Nanninga; Abdulrahman Mohamed Selim; Sara-Jane Bittner; Pascal Lessel; Michael Barz; Daniel Sonntag

   Train the Spire: An ML-Driven Single Player GWAP for Image Annotation

   In: Proceedings of the 2026 Symposium on Eye Tracking Research and Applications. Symposium on Eye Tracking Research & Applications (ETRA), Marrakesh, Morocco, Pages 1-5, No. 55, ISBN 979-8-4007-2519-7, Association for Computing Machinery (ACM), New York, NY, USA, 6/2026.

8. 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.

9. 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.

10. 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.

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