[论文理解] DENOISING DIFFUSION IMPLICIT MODELS
Sun Lin Reading time ~2 minutes

关于 DDIM 的论文理解 Continue reading

[论文理解] Denoising Diffusion Probabilistic Models
Sun Lin Reading time ~5 minutes

关于 DDPM 的论文理解 Continue reading

Diffusion models are autoencoders
Sun Lin Reading time ~14 minutes

Diffusion models have become very popular over the last two years. There is an underappreciated link between diffusion models and autoencoders. Continue reading

Musings on typicality
Sun Lin Reading time ~23 minutes

A summary of my current thoughts on typicality, and its relevance to likelihood-based generative models. Continue reading

Addendum: quantifying our flawed intuitions
Sun Lin Reading time ~9 minutes

This is an addendum to my post about typicality, where I try to quantify flawed intuitions about high-dimensional distributions. Continue reading