ATOM: Robustifying Out-of-Distribution Detection Using Outlier Mining

Author:

Chen Jiefeng,Li Yixuan,Wu Xi,Liang Yingyu,Jha Somesh

Publisher

Springer International Publishing

Reference53 articles.

1. Athalye, A., Carlini, N., Wagner, D.: Obfuscated gradients give a false sense of security: circumventing defenses to adversarial examples. In: ICML, pp. 274–283. PMLR (2018)

2. Bendale, A., Boult, T.: Towards open world recognition. In: CVPR. pp. 1893–1902 (2015)

3. Bevandić, P., Krešo, I., Oršić, M., Šegvić, S.: Discriminative out-of-distribution detection for semantic segmentation. arXiv preprint arXiv:1808.07703 (2018)

4. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);B Biggio,2013

5. Bitterwolf, J., Meinke, A., Hein, M.: Certifiably adversarially robust detection of out-of-distribution data. In: NeurIPS 33 (2020)

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