Bayesian
Essay: VAE as a 1-step Diffusion Model
아래 글은 비공식적인 개인의 사견임을 밝힌다. Essay on VAE and its relationship to diffusion model Keyword: VAE, Diffusion Model, VDM, VLB Introduction
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Generative
VALL-E, Residual Quantization
아래 글은 비공식적인 개인의 사견임을 밝힌다. VALL-E and residual quantization. Keyword: VALL-E, EnCodec, Residual Quantization, DDPM, Diffusion Introduction
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Bayesian
Variational Diffusion Models
Variational Diffusion Models, Kingma et al., 2021, arXiv:2107.00630 Keyword: DDPM, Variational Lower Bounds Problem: Unstable noise scheduling, finite step diffusion process.
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