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Who knows best? A Case Study on Intelligent Crowdworker Selection via Deep Learning

M. Herde, D. Huseljic, B. Sick, U. Bretschneider, и S. Oeste-Reiss. International Workshop & Tutorial on Interactive Adaptive Learning (IAL), Torino, Italy, (2023)

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Jaap Denissen

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Другие публикации лиц с тем же именем

Toward Optimal Probabilistic Active Learning Using a Bayesian ApproachD. Kottke, M. Herde, C. Sandrock, D. Huseljic, G. Krempl, и B. Sick. arXiv e-prints, (2020)dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans.M. Herde, D. Huseljic, L. Rauch, и B. Sick. CoRR, (2024)Fast Bayesian Updates for Deep Learning with a Use Case in Active LearningM. Herde, Z. Huang, D. Huseljic, D. Kottke, S. Vogt, и B. Sick. arXiv e-prints, (2022)Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension.M. Herde, L. Lührs, D. Huseljic, и B. Sick. ECAI, том 392 из Frontiers in Artificial Intelligence and Applications, стр. 2910-2918. IOS Press, (2024)A Concept for Automated Polarized Web Content Annotation based on Multimodal Active Learning.M. Herde, D. Huseljic, J. Mitrovic, M. Granitzer, и B. Sick. IAL@PKDD/ECML, том 3259 из CEUR Workshop Proceedings, стр. 1-6. CEUR-WS.org, (2022)Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks.D. Huseljic, B. Sick, M. Herde, и D. Kottke. ICPR, стр. 9172-9179. IEEE, (2020)Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets.Z. Huang, Y. He, M. Herde, D. Huseljic, и B. Sick. IAL@PKDD/ECML, том 3470 из CEUR Workshop Proceedings, стр. 25-45. CEUR-WS.org, (2023)Role of Hyperparameters in Deep Active Learning.D. Huseljic, M. Herde, P. Hahn, и B. Sick. IAL@PKDD/ECML, том 3470 из CEUR Workshop Proceedings, стр. 19-24. CEUR-WS.org, (2023)ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.L. Rauch, M. Aßenmacher, D. Huseljic, M. Wirth, B. Bischl, и B. Sick. ECML/PKDD (1), том 14169 из Lecture Notes in Computer Science, стр. 55-74. Springer, (2023)A Review of Uncertainty Calibration in Pretrained Object DetectorsD. Huseljic, M. Herde, M. Muejde, и B. Sick. arXiv e-prints, (2022)

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