Hannes Kath

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Transfer Learning

Direct Manipulation

Top Venues

Publications

Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag
Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife. Ecol. Informatics 82 (2024)
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets. GoodIT (2024)
Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models. CoRR (2023)
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space. CoRR (2023)
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets. IJCAI (2023)
Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions. KI (2023)
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
Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves. IJCAI (2023)
Hannes Kath, Simon Stone, Stefan Rapp, Peter Birkholz
Carina - A Corpus of Aligned German Read Speech Including Annotations. ICASSP (2022)