Latent Nonlinear Denoising Score Matching for Enhanced Learning of Structured Distributions

Kaichen Shen, Wei Zhu

We present latent nonlinear denoising score matching (LNDSM), a novel training objective for score-based generative models that integrates nonlinear forward dynamics with the VAE-b…