Survey of Diffusion, Flow Models Keyword: Bayesian, VAE, Diffusion Models, Score Models, Schrodinger Bridge, Normalizing Flows, Rectified Flows, Neural ODE, Consistency Models Abstract

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.

Glow: Generative Flow with Invertible 1x1 Convolutions, Kingma and Dhariwal, 2018, arXiv Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design, Jonathan Ho et al.

Variational Inference with Normalizing Flows, Rezende and Mohamed, 2015, arXiv Density Estimation using Real NVP, Dinh et al.