Seonglae ChoEnergy based model
aligner → MLE → generator
Create an energy surface for the data manifold, a process that assigns low energy to the area or space where the data lives and high energy to other areas.
Energy-based model
An energy-based model (EBM) (also called a Canonical Ensemble Learning(CEL) or Learning via Canonical Ensemble (LCE)) is an application of canonical ensemble formulation of statistical physics for learning from data problems. The approach prominently appears in generative models (GMs).
https://en.wikipedia.org/wiki/Energy-based_model
초짜 대학원생의 입장에서 이해하는 Energy-Based Generative Adversarial Networks (1)
Machine learning and research topics explained in beginner graduate's terms. 초짜 대학원생의 쉽게 풀어 설명하는 머신러닝
https://jaejunyoo.blogspot.com/2018/02/energy-based-generative-adversarial-nets-1.html
