Implicit Generation and Modeling with Energy-Based Models

Implicit Generation and Modeling with Energy-Based Models

Yilun Du, Igor Mordatch

Intro

提出continuous energy-based models (EBMs)。它是试图给符合data distribution的inputs x赋予非常低的energy，而其他的distrubution的x非常高的energy。更重要的是，它们还提供了implicit sample generation。