Kai's Blog

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Technique

Diffusion Models. 2022-08-28

Tags: deep learning, generative models, math

从傅里叶级数到傅里叶变换:详细的数学推导. 2021-07-21

Tags: math

GAN 的谱归一化(Spectral Norm)和矩阵的奇异值分解. 2019-06-09

Tags: deep learning, math, generative models

最优传输 (Optimal transport) 和 sinkhorn 迭代. 2019-01-21

Tags: deep learning, math

通过'行列式点过程'让 GAN 生成更多样化的样本. 2018-12-29

Tags: deep learning, generative models

LaTeX Tricks. 2018-07-09

Tags: coding

Back-propagation explained. 2016-10-21

Tags: math

Life

读书笔记 (持续更新). 2022-05-19

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2020双11装机流水账. 2020-11-13

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