Publications

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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.
Hannes Kath; Thiago Gouvea; Daniel Sonntag
Active Learning in Multi-label Classification of Bioacoustic Data
In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2024: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), 47th German Conference on AI, Würzburg, Germany, September 25–27, 2023, Proceedings, located at 47th German Conference on AI, September 25-27, Würzburg, Germany, Germany, LNAI, Springer, Heidelberg, 9/2024.
Hannes Kath; Thiago Gouvea; Daniel Sonntag
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets\\(Extended Abstract)
In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2024: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), 47th German Conference on AI, Würzburg, Germany, September 25–27, 2023, Proceedings, located at 47th German Conference on AI, September 25-27, Würzburg, Germany, Germany, LNAI, Springer, Heidelberg, 9/2024.
Hannes Kath; Patricia P. Serafin; Ivan B. Campos; Thiago Gouvea; Daniel Sonntag
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning
In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2024), located at IJCAI, August 03-09, Jeju. International Joint Conference on Artificial Intelligence (IJCAI-2024), August 3-9, Jeju, Korea, Republic of, International Joint Conferences on Artificial Intelligence, 8/2024.
Aliki Anagnostopoulou; Thiago Gouvea; Daniel Sonntag
Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMs
Trustworthy Interactive Decision-Making with Foundation Models Workshop @ IJCAI 2024, 8/2024.
Daniel Sonntag; Michael Barz; Thiago Gouvea
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)
German Research Center for AI, DFKI Technical Report, 6/2024.
Ilira Troshani; Thiago Gouvea; Daniel Sonntag
Wild Data Treasures: Towards Sustainable Practices in Deep Learning for Wildlife Monitoring
In: CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. CHI Workshop on Sustaining Scalable Sustainability, Human-Centered Green Technology for Community-wide Carbon Reduction, located at ACM CHI 2024, May 11, Honolulu, HI, USA, ISBN 979-8-4007-0331-7, ACM, New York, USA, 5/2024.
Hannes Kath; Patricia P. Serafini; Ivan Braga Campos; Thiago Gouvea; Daniel Sonntag
Leveraging Transfer Learning and Active Learning for Sound Event Detection in Passive Acoustic Monitoring of Wildlife
In: 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering. AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE-2024), located at AAAI, February 26, Vancouver, BC, Canada, 2024.
Bengt Lüers; Patricia P. Serafini; Ivan Braga Campos; Thiago Gouvea; Daniel Sonntag
BirdNET-Annotator: AI-Assisted Strong Labelling of Bird Sound Datasets
In: 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering. AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE), located at AAAI, February 26, Vancouver, BC, Canada, 2024.
Ilira Troshani; Thiago Gouvea; Daniel Sonntag
Leveraging Sound Collections for Animal Species Classification with Weakly Supervised Learning
In: 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering. AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE-2024), located at AAAI, February 26, Vancouver, BC, Canada, 2024.