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study materials for diffusion models카테고리 없음 2023. 6. 5. 09:38
Understanding the Denoising Diffusion Probabilistic Model, the Socratic Way
A deep dive into the motivation behind the denoising diffusion model and detailed derivations for the loss function
towardsdatascience.com
with the background in ELBO from https://process-mining.tistory.com/161
VAE 설명 (Variational autoencoder란? VAE ELBO 증명)
Variational autoencoder, 줄여서 VAE는 GAN, diffusion model과 같이 generative model의 한 종류로, input과 output을 같게 만드는 것을 통해 의미 있는 latent space를 만드는 autoencoder와 비슷하게 encoder와 decoder를 활용
process-mining.tistory.com