Survey of Likelihood-based Generative Models Keyword: VAE, Normalizing Flows, Neural ODE, Energy-based Models, Diffusion Models, Score Models, Schrodinger Bridge, Rectified Flows, Flow Models, Consistency Models, Flow Map Models, Distribution Matching Distillation, Drifting Models Abstract

Consistency Models, Song et al., 2023. [arXiv:2303.01469] Keyword: Consistency Models, Probability Flow ODE Problem: Slow generation of Diffuison Models.

아래 글은 비공식적인 개인의 사견임을 밝힌다. Essay on VAE and its relationship to diffusion model Keyword: VAE, Diffusion Model, VDM, VLB Introduction

SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows, Nielsen et al.

Invertible Residual Networks, Behrmann et al. In ICML 2019, arXiv.

ANF, Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models, Huang et al.