Logit Scaling for Out-of-Distribution Detection
TL;DR
A simple post-hoc logit scaling method improves out-of-distribution detection without retraining or access to training data.
Venue
arXiv
BibTeX
@article{djurisic2024logit,
title={Logit Scaling for Out-of-Distribution Detection},
author={Andrija Djurisic and Rosanne Liu and Mladen Nikolic},
year={2024},
eprint={2409.01175},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
title={Logit Scaling for Out-of-Distribution Detection},
author={Andrija Djurisic and Rosanne Liu and Mladen Nikolic},
year={2024},
eprint={2409.01175},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
Date
September, 2024
Links