Deep Dive into Variational AutoEncoder

This blog is my learning notes on the Diffusion Models, which is the state-of-art generative models. This blog will cover that is the diffusion models, how to use diffusion models to generate image, text-to-image, video. It also cover lagnuage diffusion model.

Variance of VAE

VQ-VAE

(Oord, Vinyals, and Kavukcuoglu 2018)

References

Oord, Aaron van den, Oriol Vinyals, and Koray Kavukcuoglu. 2018. “Neural Discrete Representation Learning.” May 30, 2018. https://doi.org/10.48550/arXiv.1711.00937.