共计 56 篇文章
2024
Monte-Carlo Sampling
Normalizing Flows
Variational Inference
Distance Between Subspaces
Lagrangian Duality
Elucidated Diffusion Models
矩母函数与特征函数
Support Vector Machine
2023
Fourier Transform 3 (2D DFT, Image)
Fourier Transform 2 (DTFT, DFT)
Fourier Transform 1 (FS, FT)
Wavelet Transform
生成模型中的互信息
扩散模型的噪声序列、预测目标与损失权重
Diffusion+VAE
StyleGAN 系列
Calculus of Variations
Vector-Quantized VAE/GAN/Diffusion
扩散模型逆向方差的选取
2022
Diffusion Guidance