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On the Importance of Regularisation and Auxiliary Information in OOD Detection

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On the Importance of R egularisation and A uxiliary I nformation in OOD Detection (RAIOOD)

  • Datasets

    Train/In Distribution Test/Out Distribution
    CIFAR10 {CIFAR100, SVHN, LSUN}
    FashionMNIST {CIFAR100, CIFAR10, LSUN}
    CIFAR100 {CIFAR10, SVHN, LSUN}
    SVHN {CIFAR100, CIFAR10, LSUN}

  • Cite
@inproceedings{mitros2021,
  author    = {John Mitros and Brian Mac Namee},
  title     = {On the Importance of Regularisation and Auxiliary Information in {OOD}
               Detection},
  booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}},
  series    = {Communications in Computer and Information Science},
  volume    = {1517},
  pages     = {361--368},
  publisher = {Springer},
  year      = {2021},
  url       = {https://doi.org/10.1007/978-3-030-92310-5_42},
  doi       = {10.1007/978-3-030-92310-5_42},
}

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