A Unifying Review of Deep and Shallow Anomaly Detection

Lukas Ruff, Jacob R. Kauffmann, Robert A. Vandermeulen, Grégoire Montavon, Wojciech Samek, Marius Kloft, Thomas G. Dietterich, Klaus-Robert Müller. A Unifying Review of Deep and Shallow Anomaly Detection. Proceedings of the IEEE, 109(5):756-795, 2021. [doi]

@article{RuffKVMSKDM21,
  title = {A Unifying Review of Deep and Shallow Anomaly Detection},
  author = {Lukas Ruff and Jacob R. Kauffmann and Robert A. Vandermeulen and Grégoire Montavon and Wojciech Samek and Marius Kloft and Thomas G. Dietterich and Klaus-Robert Müller},
  year = {2021},
  doi = {10.1109/JPROC.2021.3052449},
  url = {https://doi.org/10.1109/JPROC.2021.3052449},
  researchr = {https://researchr.org/publication/RuffKVMSKDM21},
  cites = {0},
  citedby = {0},
  journal = {Proceedings of the IEEE},
  volume = {109},
  number = {5},
  pages = {756-795},
}