Publications

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Ilira Troshani; Thiago Gouvea; Daniel Sonntag
Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data
In: KI 2024: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), 47th German Conference on AI, Würzburg, Germany, September 25–27, 2023, located at 47th German Conference on AI, September 25-27, Würzburg, Germany, LNAI, Springer, 2024.
Hannes Kath; Patricia P. Serafini; Ivan B. Campos; Thiago Gouvea; Daniel Sonntag
Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife
In: Ecological Informatics, Vol. 82, Pages 1-9, Elsevier, 2024.
Hannes Kath; Thiago Gouvea; Daniel Sonntag
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets
In: Proceedings of the 2024 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology for Social Good (GoodIT-2024), September 4-6, Bremen, Germany, Pages 22-25, ISBN 9798400710940, ACM, 2024.
Daniel Sonntag; Thiago Gouvea; Michael Barz; Aliki Anagnostopoulou; Siting Liang; Sara-Jane Bittner; Franziska Scheurer
The Interactive Deep Learning Enterprise (No-IDLE) meets ChatGPT
German Research Center for AI, DFKI Technical Report, 2024.
Hannes Kath; Ilira Troshani; Bengt Lüers; Thiago Gouvea; Daniel Sonntag
Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets
In: ICMI Companion '24: Companion Proceedings of the 26th International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2024), 26th International Conference on Multimodal Interaction, November 4-8, Costa Rica, Pages 91-93, ICMI, Association for Computing Machinery, 2024.
Hannes Kath; Bengt Lüers; Thiago S. Gouvêa; Daniel Sonntag
Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions
In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2023: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2023), 46th German Conference on AI, Berlin, Germany, September 26–29, 2023, Proceedings, located at 46th German Conference on AI, September 26-29, Berlin, Germany, Pages 98-113, Lecture Notes in Artificial Intelligence (LNAI), Vol. 14236, ISBN 978-3-031-42607-0, Springer, Heidelberg, 9/2023.
Hannes Kath; Bengt Lüers; Thiago Gouvea; Daniel Sonntag
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models
DFKI, DFKI Research Reports (RR), Vol. 2305.15353v1, 5/2023.
Hannes Kath; Thiago Gouvea; Daniel Sonntag
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space
DFKI, DFKI Research Reports (RR), Vol. 2305.15337v1, 5/2023.
Thiago Gouvea; Hannes Kath; Ilira Troshani; Bengt Lüers; Patrícia P. Serafini; Ivan B. Campos; André S. Afonso; Sérgio M. F. M. Leandro; Lourens Swanepoel; Nicholas Theron; Anthony M. Swemmer; Daniel Sonntag
Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2023), located at IJCAI, August 19-25, Macao, Macao, International Joint Conferences on Artificial Intelligence, 2023.
Emma van Zoelen; Tina Mioch; Mani Tajaddini; Christian Fleiner; Stefani Tsaneva; Pietro Camin; Thiago Gouvea; Kim Baraka; Maaike H.T. de Boer; Mark A. Neerincx
Developing Team Design Patterns for Hybrid Intelligence Systems
In: Frontiers in Artificial Intelligence and Applications. International Conference on Hybrid Human-Artificial Intelligence (HHAI-2023), June 26-30, Munich, Germany, IOS Press, 2023.