Publications

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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 …
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), …
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 …
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, …
Hannes Kath; Thiago Gouvea; Daniel Sonntag
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial …
Thiago Gouvea; Ilira Troshani; Marc Herrlich; Daniel Sonntag
Annotating sound events through interactive design of interpretable features
In: Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human-Artificial …
Thiago S. Gouvêa; Ilira Troshani; Marc Herrlich; Daniel Sonntag
Interactive design of interpretable features for marine soundscape data annotation
In: Workshop on Human-centered Design of Symbiotic Hybrid Intelligence. Workshop on Human-centered Design of Symbiotic Hybrid Intelligence …