Enhancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning

Nikolas Ebert, Didier Stricker, Oliver Wasenmüller. Enhancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning. Comp. in Bio. and Med., 191:110141, 2025. [doi]

@article{EbertSW25,
  title = {Enhancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning},
  author = {Nikolas Ebert and Didier Stricker and Oliver Wasenmüller},
  year = {2025},
  doi = {10.1016/j.compbiomed.2025.110141},
  url = {https://doi.org/10.1016/j.compbiomed.2025.110141},
  researchr = {https://researchr.org/publication/EbertSW25},
  cites = {0},
  citedby = {0},
  journal = {Comp. in Bio. and Med.},
  volume = {191},
  pages = {110141},
}