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ORCIDHannes Kath
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2020 – today
- 2024
[j1]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: 102710 (2024)- [c9]Hannes Kath
, Thiago S. Gouvêa, Daniel Sonntag:
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets. GoodIT 2024: 22-25 - [c8]Hannes Kath, Ilira Troshani, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag:
Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets. ICMI Companion 2024: 91-93 - [c7]Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag:
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning. IJCAI 2024: 8691-8695 - [c6]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
Active Learning in Multi-label Classification of Bioacoustic Data. KI 2024: 114-127 - [c5]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract). KI 2024: 341-345 - 2023
- [c4]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: 6405-6413 - [c3]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets. IJCAI 2023: 7140-7144 - [c2]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: 98-113 - [i2]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space. CoRR abs/2305.15337 (2023) - [i1]Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag:
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models. CoRR abs/2305.15353 (2023) - 2022
- [c1]Hannes Kath, Simon Stone, Stefan Rapp, Peter Birkholz:
Carina - A Corpus of Aligned German Read Speech Including Annotations. ICASSP 2022: 6157-6161
Coauthor Index
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