be appealing (R1), theoretically insightful (R2

We thank the reviewers for their insightful feedback. Can you evaluate on additional in-distribution dataset? We will definitely include these results in the final version. How to distinguish methodological differences w.r .t. prior work? The idea of using the energy score for OOD detection is novel and theoretically motivated.