Interactive Machine Learning

Page 2 of 26.

1. Hannes Kath; Thiago Gouvea; Daniel Sonntag

   Speeding Up Bioacoustic Data Analysis: Fine-Tuning Deep Models with Active Learning for Efficient Wildlife Detection

   In: GoodIT '25: Proceedings of the 2025 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology for Social Good (GoodIT-2025), located at GoodIT-2025, September 3-5, Antwerpen, Belgium, Association for Computing Machinery, 9/2025.

2. Hannes Kath; Thiago Gouvêa; Daniel Sonntag

   Intermediate-Task Transfer Learning for Bioacoustic Data

   In: KI 2025: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2025), located at KI-2025, September 16-19, Potsdam, Germany, ISBN 978-3-032-02813-6, Springer Nature Switzerland, 9/2025.

3. Aliki Anagnostopoulou; Sara-Jane Bittner; Lavanya Govindaraju; Hasan Md Tusfiqur Alam; Daniel Sonntag

   CUTIE: A human-in-the-loop interface for the generation of personalised and contextualised image captions

   In: Mensch und Computer 2025 - Workshopband. Mensch und Computer (MuC-2025), MCI-WS04: ABIS 2025 - International Workshop on Personalization and Recommendation, August 31 - September 3, Chemnitz, Germany, Gesellschaft für Informatik e.V. 9/2025.

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

   eyeNotate: Interactive Annotation of Mobile Eye Tracking Data Based on Few-Shot Image Classification

   In: Journal of Eye Movement Research (JEMR), Vol. 18, No. 4, Pages 1-35, MDPI, 7/2025.

5. Nghiem Tuong Diep; Huy Nguyen; Chau Nguyen; Minh Le; Ho Minh Duy Nguyen; Daniel Sonntag; Mathias Niepert; Nhat Ho

   On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation

   In: Aarti Singh; Maryam Fazel; Daniel Hsu; Simon Lacoste-Julien; Felix Berkenkamp; Tegan Maharaj; Kiri Wagstaff; Jerry Zhu (Hrsg.). Proceedings of the 42nd International Conference on Machine Learning. International Conference on Machine Learning (ICML-2025), Pages 13713-13745, Proceedings of Machine Learning Research, Vol. 267, PMLR, 7/2025.

6. Hasan Md Tusfiqur Alam; Devansh Srivastav; Abdulrahman Mohamed Selim; Md Abdul Kadir; Md Moktadirul Hoque Shuvo; Daniel Sonntag

   CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models

   In: Companion Proceedings of the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2025), 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, located at EICS-2025, June 23-27, Trier, Germany, Pages 59-61, EICS '25 Companion (EICS '25 Companion), ISBN 9798400718663, Association for Computing Machinery, 6/2025.

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

   InFL-UX: A Toolkit for Web-Based Interactive Federated Learning

   In: Companion Proceedings of the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2025), 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, located at EICS-2025, June 23-27, Trier, Germany, Pages 65-67, EICS '25 Companion (EICS '25 Companion), ISBN 9798400718663, Association for Computing Machinery, 6/2025.

8. Robert Leist; Hans-Jürgen Profitlich; Daniel Sonntag

   An AI-driven Clinical Decision Support System for the Treatment of Diabetic Retinopathy and Age-related Macular Degeneration

   In: Joint Proceedings of the ACM IUI Workshops 2025. Workshop on Intelligent and Interactive Health User Interfaces (HealthIUI-2025), located at IUI-2025, March 24, Cagliary, Italy, Association of Computing Machinery, New York, NY, United States, 5/2025.

9. Hasan Md Tusfiqur Alam; Devansh Srivastav; Md Abdul Kadir; Daniel Sonntag

   Towards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG

   In: Claudia Hauff; Craig Macdonald; Dietmar Jannach; Gabriella Kazai; Franco Maria Nardini; Fabio Pinelli; Fabrizio Silvestri; Nicola Tonellotto (Hrsg.). Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III. European Conference on Information Retrieval (ECIR-2025), 47th European Conference on Information Retrieval, located at ECIR 2025, April 6-10, Lucca, Italy, Pages 201-209, Lecture Notes in Computer Science, Vol. 15574, Springer, 4/2025.

10. Hoang H. Le; Ho Minh Duy Nguyen; Omair Shahzad Bhatti; László Kopácsi; Thinh P. Ngo; Binh T. Nguyen; Michael Barz; Daniel Sonntag

    I-MPN: inductive message passing network for efficient human-in-the-loop annotation of mobile eye tracking data

    In: Scientific Reports (Sci Rep), Vol. 15, No. 1, Pages 1-17, Springer Nature, 4/2025.

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