1. As the other reply said, we just mean an ODE solver whose internal operations are a detail we don't need to worry about.

2. This paper only had proofs of concepts and toy demos. But our follow-up paper, FFJORD [https://arxiv.org/abs/1810.01367] we used the continuous normalizing flows to get SOTA efficiently sample-able density models.