Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance

Ramneet Kaur, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee 0001. Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance. In IEEE International Conference on Assured Autonomy, ICAA 2023, Laurel, MD, USA, June 6-8, 2023. pages 19-28, IEEE, 2023. [doi]

@inproceedings{KaurJRSL23,
  title = {Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance},
  author = {Ramneet Kaur and Susmit Jha and Anirban Roy and Oleg Sokolsky and Insup Lee 0001},
  year = {2023},
  doi = {10.1109/ICAA58325.2023.00011},
  url = {https://doi.org/10.1109/ICAA58325.2023.00011},
  researchr = {https://researchr.org/publication/KaurJRSL23},
  cites = {0},
  citedby = {0},
  pages = {19-28},
  booktitle = {IEEE International Conference on Assured Autonomy, ICAA 2023, Laurel, MD, USA, June 6-8, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-2601-7},
}