Leveraging generative models to characterize the failure conditions of image classifiers

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed. Leveraging generative models to characterize the failure conditions of image classifiers. In Gabriel Pedroza, Xin Cynthia Chen, José Hernández-Orallo, Xiaowei Huang 0001, Huáscar Espinoza, Richard Mallah, John McDermid, Mauricio Castillo-Effen, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022. Volume 3215 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

@inproceedings{Le-CozHA22,
  title = {Leveraging generative models to characterize the failure conditions of image classifiers},
  author = {Adrien Le-Coz and Stéphane Herbin and Faouzi Adjed},
  year = {2022},
  url = {http://ceur-ws.org/Vol-3215/22.pdf},
  researchr = {https://researchr.org/publication/Le-CozHA22},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022},
  editor = {Gabriel Pedroza and Xin Cynthia Chen and José Hernández-Orallo and Xiaowei Huang 0001 and Huáscar Espinoza and Richard Mallah and John McDermid and Mauricio Castillo-Effen},
  volume = {3215},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}