Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?

Aitor Martinez-Seras, Javier Del Ser, Pablo García Bringas. Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?. In IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2022, Padua, Italy, July 18-23, 2022. pages 1-9, IEEE, 2022. [doi]

@inproceedings{Martinez-SerasS22,
  title = {Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?},
  author = {Aitor Martinez-Seras and Javier Del Ser and Pablo García Bringas},
  year = {2022},
  doi = {10.1109/FUZZ-IEEE55066.2022.9882726},
  url = {https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882726},
  researchr = {https://researchr.org/publication/Martinez-SerasS22},
  cites = {0},
  citedby = {0},
  pages = {1-9},
  booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2022, Padua, Italy, July 18-23, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-6710-0},
}