PUB - Publikationen an der Universität Bielefeld

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• [6]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2984047

  Kenneweg, P., Galli, L., Kenneweg, T. & Hammer, B. (2023). Faster Convergence for Transformer Fine-tuning with Line Search Methods. 2023 International Joint Conference on Neural Networks (IJCNN) (S. 1-8). Gehalten auf der 2023 International Joint Conference on Neural Networks (IJCNN), IEEE. doi:10.1109/IJCNN54540.2023.10192001.

  PUB | DOI
   
• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969381

  Schroeder, S., Schulz, A., Kenneweg, P. & Hammer, B. (2023). So Can We Use Intrinsic Bias Measures or Not? Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods (S. 403-410). Gehalten auf der 12th International Conference on Pattern Recognition Applications and Methods, Setúbal, Portugal: SCITEPRESS - Science and Technology Publications. doi:10.5220/0011693700003411.

  PUB | DOI
   
• [4]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969382

  Kenneweg, P., Schroeder, S., Schulz, A. & Hammer, B. (2023). Debiasing Sentence Embedders Through Contrastive Word Pairs. Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods (S. 205-212). Gehalten auf der 12th International Conference on Pattern Recognition Applications and Methods, Setúbal, Portugal: SCITEPRESS - Science and Technology Publications. doi:10.5220/0011615300003411.

  PUB | DOI
   
• [3]
  

  2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2967683

  Kenneweg, P., Stallmann, D. & Hammer, B. (2022). Novel transfer learning schemes based on Siamese networks and synthetic data. Neural Computing and Applications, 35, 8423–8436. Springer Science and Business Media LLC. doi:10.1007/s00521-022-08115-2.

  PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [2]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2966600

  Kenneweg, P., Schroeder, S. & Hammer, B. (2022). Neural Architecture Search for Sentence Classification with BERT. ESANN 2022 proceedings (S. 417-422). Gehalten auf der ESANN 2022 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Louvain-la-Neuve (Belgium): Ciaco - i6doc.com. doi:10.14428/esann/2022.ES2022-45.

  PUB | DOI
   
• [1]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967096

  Kenneweg, P., Schulz, A., Schroeder, S. & Hammer, B. (2022). Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers (Lecture Notes in Computer Science). In H. Yin, D. Camacho & P. Tino (Hrsg.), Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings (S. 252-261). Gehalten auf der 23rd International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2022), Cham: Springer International Publishing. doi:10.1007/978-3-031-21753-1_25.

  PUB | DOI