Generative Model

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2021 Nov 30 5:22
Editor
Edited
Edited
2026 Jan 13 18:51

Deep Generative Model (DGM), Gen AI, Generative AI

We define a generative model as fully specifying. For non-generative
Discriminative Model
model, we are only interested in a conditional mapping
Posterior
Classical supervised & unsupervised learning predict | classify | cluster with resulting number, discrete, class or probability. The result of Generative Model is Natural language | Image | Audio
https://www.researchgate.net/figure/Overview-of-deep-generative-models_fig1_380573076
Generative models are a blessing that replace tremendous intellectual labor. However, the greatest harm that generative models pose to humanity is that by replacing direct human generation, they block the opportunity for embodied learning.
Generative Models
 
 
 
Generative Model Notion
 
 
 

Lesson

 
 

Recommendations