Publikationen

Aliki Anagnostopoulou; Hasan Md Tusfiqur Alam; Daniel Sonntag

Self-improving Scene Understanding with Vision-Language Knowledge Integration [Extended Abstract]

MIND workshop at the IUI'25 Conference, 3/2025.

Melis Aslan; Maximilian Bosse; Daniel Christian Helmuth Ehlers; Marlon Hinz; Philipp Olschewski; Jannik Podszun; Elias Scharlach; Leon Selzer; Yukun Wu; Aliki Anagnostopoulou; Daniel Sonntag

TextVision: A more efficient way to work with research

In: - (Hrsg.). Joint Proceedings of the ACM IUI Workshops 2025. International Conference on Intelligent User Interfaces (IUI-2025), March 24-28, Cagliari, Italy, CEUR Proceedings, 2025.

Monireh Pourjafarian; Christiane Plociennik; Simon Bergweiler; Nastaran Moarefvand; Jonas Brozeit; Mahdi Rezapour; Martin Ruskowski (Hrsg.)

An ODP-based Ontology for the Digital Product Passport

CIRP Conference on Life Cycle Engineering (CIRP LCE-2025), 32nd CIRP Conference on Life Cycle Engineering, located at LCE2025, April 7-9, The University of Manchester, United Kingdom, DFKI Research Reports (RR), Elsevier B.V. Procedia CIRP, 5/2025.

Rida Saghir

Flexible and Interpretable Soundscape Analysis for Biodiversity Assessment and Ecosystem Health for Domain Experts

In: IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, Pages 218-221, ISBN 9781450375139, Association for Computing Machinery, New York, NY, United States, 3/2025.

Malte Luttermann; Ralf Möller; Marcel Gehrke

Lifting Factor Graphs with Some Unknown Factors for New Individuals

In: Zied Bouraoui; Srdjan Vesic (Hrsg.). International Journal of Approximate Reasoning (IJAR), Vol. 179, No. 04/2025 (article 109371), Pages 1-28, Elsevier, 4/2025.

Ho Minh Duy Nguyen; An T. Le; Trung Q. Nguyen; Nghiem T. Diep; Tai Nguyen; Duy Duong-Tran; Jan Peters; Li Shen; Mathias Niepert; Daniel Sonntag

Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model

In: The 16th Asian Conference on Machine Learning. Asian Conference on Machine Learning (ACML-2024), December 5-8, Proceedings of Machine Learning Research, 2025.

Nele Brügge; Alexandra Korda; Stefan Borgwardt; Christina Andreou; Giorgos Giannakakis; Heinz Handels

Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data

In: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF. International Conference on Health Informatics (HEALTHINF-2025), February 19-22, Porto, Portugal, ISBN 978-989-758-731-3, SciTePress, 2025.

Duway Nicolas Lesmes Leon; Miro Miranda Lorenz; Maria Caroprese; Gillian Lovell; Andreas Dengel; Sheraz Ahmed

Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks

In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2025), 17th, located at ICAART-2025, February 23-25, Porto, Portugal, Pages 592-599, Vol. 3, ISBN 978-989-758-737-5, SciTePress, 2025.

Rida Saghir; Ivan Braga Campos; Thiago Gouvea; Daniel Sonntag

EcoScape Analyzer: A Tool for Performing Soundscape Analysis With Flexible Pipeline for Biodiversity Assessment

In: IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, Pages 137-140, ISBN 9781450375139, Association for Computing Machinery, New York, NY, United States, 3/2025.

Prajvi Saxena; Sabine Janzen; Wolfgang Maaß

Adaptive Knowledge Distillation for Efficient Domain-Specific Language Models.

In: Women in Machine Learning Workshop (WiML 2024) at NeurIPS. Neural Information Processing Systems (NeurIPS-2024), 19th Women in Machine Learning Workshop (WiML 2024), December 10-15, Vancouver, British Columbia, Canada, Women in Machine Learning Workshop (WiML 2024), 12/2024.