Publications

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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), …
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), …
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 …
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)
Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, 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 …
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), …
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 …
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), …
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, …