A Survey on Self-Supervised Methods for Visual Representation Learning

Tobias Uelwer, Jan Robine, Stefan Sylvius Wagner, Marc Höftmann, Eric Upschulte, Sebastian Konietzny, Maike Behrendt, Stefan Harmeling

MLJ 2025 pp. 111

doi:10.1007/S10994-024-06708-7 /mlj/2025/uelwer2025mlj-survey/

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Text

Uelwer et al. "A Survey on Self-Supervised Methods for Visual Representation Learning." Machine Learning, 2025. doi:10.1007/S10994-024-06708-7

Markdown

[Uelwer et al. "A Survey on Self-Supervised Methods for Visual Representation Learning." Machine Learning, 2025.](https://mlanthology.org/mlj/2025/uelwer2025mlj-survey/) doi:10.1007/S10994-024-06708-7

BibTeX

@article{uelwer2025mlj-survey,
  title     = {{A Survey on Self-Supervised Methods for Visual Representation Learning}},
  author    = {Uelwer, Tobias and Robine, Jan and Wagner, Stefan Sylvius and Höftmann, Marc and Upschulte, Eric and Konietzny, Sebastian and Behrendt, Maike and Harmeling, Stefan},
  journal   = {Machine Learning},
  year      = {2025},
  pages     = {111},
  doi       = {10.1007/S10994-024-06708-7},
  volume    = {114},
  url       = {https://mlanthology.org/mlj/2025/uelwer2025mlj-survey/}
}