共计 56 篇文章
2022
不止去噪!任意退化模式上的扩散模型
DDIM与加速采样
扩散模型的SDE与ODE描述
Score-Based Generative Models
从VAE到DDPM
Variational Autoencoder
Score Function Estimator and Reparameterization Trick
k-means Algorithm
EM Algorithm
各种函数的hard与soft形式
Inductive Biases for Deep Learning of Higher-Level Cognition
2021
基于CNN的十个经典图像填充模型
What is Data Distribution?
交叉熵与极大似然
What are Images?
2020
The “Sales Tax” Theorem