# Explain Energy-based Definition.

Explain Energy-based Definition.
You can still ask an expert for help

• Questions are typically answered in as fast as 30 minutes

Solve your problem for the price of one coffee

• Math expert for every subject
• Pay only if we can solve it

Step 1 The energy-based models describe the probability distributions over data by assigning unnormalized probability energy to each data point. Thus provides useful modeling flexibility. An energy model is used when any arbitrary model gives outputs when a real number gave an input. Step 2 To make samples from energy-based models an iterative refinement process based on Langevin dynamics is used. The advantage of the combination of energy-based models and iterative refinement are followed: Adaptive computation time Not restricted by generator network Built-in compositionality.
###### Not exactly what you’re looking for?

• Questions are typically answered in as fast as 30 minutes

Solve your problem for the price of one coffee