Hannes Kath

16 papers A* 3Misc 5Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric.
CoRR
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2026 J jnl
The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric.
Trans. Mach. Learn. Res.
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2025 Misc conf
Intermediate-Task Transfer Learning for Bioacoustic Data.
KI
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2025 — conf
Speeding Up Bioacoustic Data Analysis: Fine-Tuning Deep Models with Active Learning for Efficient Wildlife Detection.
GoodIT
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024 Misc conf
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract).
KI
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024 Misc conf
Active Learning in Multi-label Classification of Bioacoustic Data.
KI
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024 — conf
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets.
GoodIT
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024 A* conf
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning.
IJCAI
Hannes Kath, Patricia P. Serafini, Ivan Braga Campos, Thiago S. Gouvêa, Daniel Sonntag
2024 — conf
Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets.
ICMI Companion
Hannes Kath, Ilira Troshani, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
2024 J jnl
Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife.
Ecol. Informatics
Hannes Kath, Patricia P. Serafini, Ivan Braga Campos, Thiago S. Gouvêa, Daniel Sonntag
2023 J jnl
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space.
CoRR
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2023 A* conf
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets.
IJCAI
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2023 J jnl
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models.
CoRR
Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
2023 A* conf
Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves.
IJCAI
Thiago S. Gouvêa, Hannes Kath, Ilira Troshani, Bengt Lüers, Patricia P. Serafini, Ivan Braga Campos, André S. Afonso, Sergio M. F. M. Leandro, Lourens Swanepoel, Nicholas Theron, Anthony M. Swemmer, Daniel Sonntag
2023 Misc conf
Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions.
KI
Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
2022 Misc conf
Carina - A Corpus of Aligned German Read Speech Including Annotations.
ICASSP
Hannes Kath, Simon Stone, Stefan Rapp, Peter Birkholz