Is Robustness the Cost of Accuracy? - A Comprehensive Study on the Robustness of 18 Deep Image Classification Models

Dong Su, Huan Zhang, Hongge Chen, Jinfeng Yi, Pin-Yu Chen, Yupeng Gao. Is Robustness the Cost of Accuracy? - A Comprehensive Study on the Robustness of 18 Deep Image Classification Models. In Vittorio Ferrari, Martial Hebert, Cristian Sminchisescu, Yair Weiss, editors, Computer Vision - ECCV 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part XII. Volume 11216 of Lecture Notes in Computer Science, pages 644-661, Springer, 2018. [doi]

@inproceedings{SuZCYCG18,
  title = {Is Robustness the Cost of Accuracy? - A Comprehensive Study on the Robustness of 18 Deep Image Classification Models},
  author = {Dong Su and Huan Zhang and Hongge Chen and Jinfeng Yi and Pin-Yu Chen and Yupeng Gao},
  year = {2018},
  doi = {10.1007/978-3-030-01258-8_39},
  url = {https://doi.org/10.1007/978-3-030-01258-8_39},
  researchr = {https://researchr.org/publication/SuZCYCG18},
  cites = {0},
  citedby = {0},
  pages = {644-661},
  booktitle = {Computer Vision - ECCV 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part XII},
  editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss},
  volume = {11216},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-01258-8},
}