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. Faster Convergence for Transformer Fine-tuning with Line Search Methods. In: 2023 International Joint Conference on Neural Networks (IJCNN). IEEE; 2023: 1-8.

  PUB | DOI
   
• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969381

  Schroeder S, Schulz A, Kenneweg P, Hammer B. So Can We Use Intrinsic Bias Measures or Not? In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications; 2023: 403-410.

  PUB | DOI
   
• [4]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969382

  Kenneweg P, Schroeder S, Schulz A, Hammer B. Debiasing Sentence Embedders Through Contrastive Word Pairs. In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS - Science and Technology Publications; 2023: 205-212.

  PUB | DOI
   
• [3]
  

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

  Kenneweg P, Stallmann D, Hammer B. Novel transfer learning schemes based on Siamese networks and synthetic data. Neural Computing and Applications. 2022;35:8423–8436.

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

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2966600

  Kenneweg P, Schroeder S, Hammer B. Neural Architecture Search for Sentence Classification with BERT. In: ESANN 2022 proceedings. Louvain-la-Neuve (Belgium): Ciaco - i6doc.com; 2022: 417-422.

  PUB | DOI
   
• [1]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967096

  Kenneweg P, Schulz A, Schroeder S, Hammer B. Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers. In: Yin H, Camacho D, Tino P, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Lecture Notes in Computer Science. Vol 13756. Cham: Springer International Publishing; 2022: 252-261.

  PUB | DOI