Energy-based models do not provide sample probabilities, which can be useful for anomaly detection and for correcting accumulated errors when unrolling a dynamics model.

“energy-based models do not offer access to the probability of any sample. But it's helpful for many applications such as anomaly detection or to correct accumulated errors when unrolling a dynamics model.”