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Hannes 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
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets. GoodIT 2024: 22-25 - [c8]Hannes Kath
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
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
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space. CoRR abs/2305.15337 (2023) - [i1]Hannes Kath, Bengt Lüers
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models. CoRR abs/2305.15353 (2023) - 2022
- [c1]Hannes Kath, Simon Stone
Carina - A Corpus of Aligned German Read Speech Including Annotations. ICASSP 2022: 6157-6161
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