importance and

We thank all reviewers for their useful comments. Table 1: AUCROC obtained from Likelihood Regret on Glow and PixelCNN. We now address detailed concerns of each reviewer. We apologize for the confusion caused by the notation. Please refer to items 1-3 for concerns regarding why we focus on V AE's OOD detection.