Hannes Kath

According to our database, Hannes Kath authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife.

Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag

Ecol. Informatics, 2024

A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract).

Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024

Active Learning in Multi-label Classification of Bioacoustic Data.

Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024

Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning.

Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets.

Hannes Kath, Ilira Troshani, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024

Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets.

Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

2023

A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models.

Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag

CoRR, 2023

A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space.

Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag

CoRR, 2023

Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions.

Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets.

Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves.

Thiago S. Gouvêa, Hannes Kath, Ilira Troshani, Bengt Lüers, Patricia P. Serafini, Ivan B. Campos, André S. Afonso, Sergio M. F. M. Leandro, Lourens Swanepoel, Nicholas Theron, Anthony M. Swemmer, Daniel Sonntag

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Carina - A Corpus of Aligned German Read Speech Including Annotations.

Hannes Kath, Simon Stone, Stefan Rapp, Peter Birkholz

Proceedings of the IEEE International Conference on Acoustics, 2022