Feature Space Singularity for Out-of-Distribution Detection

Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Xinyu Zhou, Bin Dong. Feature Space Singularity for Out-of-Distribution Detection. In Huáscar Espinoza, John McDermid, Xiaowei Huang 0001, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021. Volume 2808 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

@inproceedings{HuangLWCZD21,
  title = {Feature Space Singularity for Out-of-Distribution Detection},
  author = {Haiwen Huang and Zhihan Li and Lulu Wang and Sishuo Chen and Xinyu Zhou and Bin Dong},
  year = {2021},
  url = {http://ceur-ws.org/Vol-2808/Paper_7.pdf},
  researchr = {https://researchr.org/publication/HuangLWCZD21},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021},
  editor = {Huáscar Espinoza and John McDermid and Xiaowei Huang 0001 and Mauricio Castillo-Effen and Xin Cynthia Chen and José Hernández-Orallo and Seán Ó hÉigeartaigh and Richard Mallah},
  volume = {2808},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}