Generative learning

Creator
Creator
Seonglae Cho
Created
Created
2023 Aug 29 5:57
Editor
Edited
Edited
2024 Dec 28 14:34
Refs
Refs
Estimate prior and deduce posterior
데이터의 분포를 학습하여 생성 규칙을 파악
can compute how probable any given model instance is
Can be learned using images from just a single category

Generative models aim to
Density Estimation
of data

Generate new data from a posterior distribution that is as similar as possible to the distribution of training data. Then we can address better concern on unseen data
Tutorial on Generative Adversarial Networks (2017)
Tutorial on Generative Adversarial Networks (2017)
 
 
 
 
 
 

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