8 Publikationen
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2990342Mapping the Audio Landscape for Innovative Music Sample GenerationPUB | DOI
Limberg C, Zhang Z, Gurrin C, Kongkachandra R, Schoeffmann K, Dang-Nguyen D-T, Rossetto L, Satoh S'ichi, Zhou L (2024)
In: Proceedings of the 2024 International Conference on Multimedia Retrieval. New York, NY, USA: ACM: 1207-1213. -
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950092Beyond Cross-Validation—Accuracy Estimation for Incremental and Active Learning ModelsPUB | DOI | WoS
Limberg C, Wersing H, Ritter H (2020)
Machine Learning and Knowledge Extraction 2(3): 327-346. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950093Accuracy Estimation for an Incrementally Learning Cooperative Inventory Assistant RobotPUB | DOI
Limberg C, Wersing H, Ritter H (2020)
In: Neural Information Processing. 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23–27, 2020, Proceedings, Part II. Yang H, Pasupa K, Leung AC-S, Kwok JT, Chan JH, King I (Eds); Lecture Notes in Computer Science, 12533. Cham: Springer International Publishing: 738-749. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950094Prototype-Based Online Learning on Homogeneously Labeled Streaming DataPUB | DOI
Limberg C, Göpfert JP, Wersing H, Ritter H (2020)
In: Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II. Farkaš I, Masulli P, Wermter S (Eds); Lecture Notes in Computer Science, 12397. Cham: Springer International Publishing: 204-213. -
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939051Active Learning for Image Recognition Using a Visualization-Based User InterfacePUB | PDF | DOI
Limberg C, Krieger K, Wersing H, Ritter H (2019)
In: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning. Tetko IV, Kůrková V, Karpov P, Theis F (Eds); Lecture Notes in Computer Science, 11728. Cham: Springer: 495-506. -
2018 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939050Improving Active Learning by Avoiding Ambiguous SamplesPUB | DOI
Limberg C, Wersing H, Ritter H (2018)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Kůrková V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I (Eds); Lecture Notes in Computer Science, 11139. Cham: Springer: 518-527. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920497Efficient Accuracy Estimation for Instance-Based Incremental Active LearningPUB
Limberg C, Wersing H, Ritter H (2018)
In: ESANN 2018. Proceedings., 26. Louvain-la-Neuve: i6doc: 171-176.