Interactive Machine Learning

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1. 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.

2. Ho Minh Duy Nguyen; Nghiem T. Diep; Trung Nguyen; Hoang-Bao Le; Tai Nguyen; Tien Nguyen; TrungTin Nguyen; Nhat Ho; Pengtao Xie; Roger Wattenhofer; James Zou; Daniel Sonntag; Mathias Niepert

   ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models

   In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS). Neural Information Processing Systems (NeurIPS-2025), December 2-12, USA, Advances in Neural Information Processing Systems, 12/2025.

3. Sara-Jane Bittner; Michael Barz; Daniel Sonntag

   Eliciting Multimodal Approaches for Machine Learning--Assisted Photobook Creation

   In: Carmelo Ardito; Simone Diniz Junqueira Barbosa; Tayana Conte; André Freire; Isabela Gasparini; Philippe Palanque; Raquel Prates (Hrsg.). Human-Computer Interaction -- INTERACT 2025. IFIP Conference on Human-Computer Interaction (INTERACT-2025), 20th IFIP TC 13 International Conference, Belo Horizonte, Brazil, September 8–12, 2025, Proceedings, Part II, September 8-12, Belo Horizonte, Brazil, Pages 576-601, ISBN 978-3-032-05002-1, Springer Nature Switzerland, 9/2025.

4. László Kopácsi; Albert Klimenko; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

   Gaze-Based Menu Navigation in Virtual Reality: A Comparative Study of Layouts and Interaction Techniques

   In: Carmelo Ardito; Simone Diniz Junqueira Barbosa; Tayana Conte; André Freire; Isabela Gasparini; Philippe Palanque; Raquel Prates (Hrsg.). Human-Computer Interaction -- INTERACT 2025. IFIP Conference on Human-Computer Interaction (INTERACT-2025), 20th IFIP TC 13 International Conference, Belo Horizonte, Brazil, September 8–12, 2025, Proceedings, Part I, September 8-12, Belo Horizonte, Brazil, Page 24, ISBN 978-3-032-04999-5, Springer Nature Switzerland, 9/2025.

5. 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.

6. 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.

7. 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.

8. 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.

9. 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.

10. 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.

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