Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick
中文摘要
本文详细介绍了变分自编码器 (VAE) 的理论，重点讲解 ELBO 和重参数化技巧，探讨其生成数据的数学原理。
English Summary
A mathematical guide to Variational Autoencoders (VAEs), explaining theory, ELBO, and the reparameterization trick for generating new data.
Original Excerpt
A clear, math-first walkthrough of how VAEs learn to generate new data The post Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick appeared first on Towards Data Science.