EBM

Creator

Creator

Seonglae Cho

Created

Created

2024 Jun 6 6:55

Editor

Editor

Seonglae Cho

Edited

Edited

2024 Jun 6 9:11

Refs

Refs

Generative Model

Energy 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).

Energy-based model

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

초짜 대학원생의 입장에서 이해하는 Energy-Based Generative Adversarial Networks (1)

https://jaejunyoo.blogspot.com/2018/02/energy-based-generative-adversarial-nets-1.html

초짜 대학원생의 입장에서 이해하는 Energy-Based Generative Adversarial Networks (1)

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