AUAAC: Area Under Accuracy-Accuracy Curve for Evaluating Out-of-Distribution Detection

Author:

Kim WonjikORCID,Tanaka MasayukiORCID,Okutomi MasatoshiORCID

Publisher

Springer Nature Singapore

Reference25 articles.

1. Bibas, K., Feder, M., Hassner, T.: Single layer predictive normalized maximum likelihood for out-of-distribution detection. In: Advances in Neural Information Processing Systems, vol. 34, pp. 1179–1191 (2021)

2. Dhamija, A.R., Günther, M., Boult, T.: Reducing network agnostophobia. In: Advances in Neural Information Processing Systems, vol. 31 (2018)

3. Dong, X., Guo, J., Li, A., Ting, W.T., Liu, C., Kung, H.: Neural mean discrepancy for efficient out-of-distribution detection. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 19217–19227 (2022)

4. He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 770–778 (2016)

5. Hendrycks, D., Gimpel, K.: A baseline for detecting misclassified and out-of-distribution examples in neural networks. In: Proceedings of International Conference on Learning Representations (2017)

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