Towards Better Robust Generalization with Shift Consistency Regularization

     Shufei Zhang * 1 2 Zhuang Qian * 1 2 Kaizhu Huang 1 Qiufeng Wang 1 Rui Zhang 3 Xinping Yi 2

             Abstract                2015; He et al., 2016; Miyato et al., 2017; Zagoruyko &
   While adversarial training becomes one of the       Komodakis, 2016), image generation (Nowozin et al., 2016;
   most promising defending approaches against ad-      Salvaris et al., 2018; Arjovsky et al., 2017), object detec-
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