Q1 (R2): Motivation for parameterizing the score function explicitly, rather than as the gradient of an energy model

Neural Information Processing Systems 

We thank all the reviewers for providing valuable feedback. In what follows, we address specific questions. The main motivation is computational. We will discuss this motivation in Section 2.1. Q2 (R2): Metrics or experiments to assess whether the model is overfitting or memorizing the dataset.