2022

Math Notations
December 01, 2022 math
Notations
Math
November 16, 2022 math
Some useful math results.
Diffusion Models
November 14, 2022 diffusion
Diffusion Models
Legendre Transformation and Fenchel Conjugate
November 14, 2022 conjugate
The Legendre transform is an self-inverse transformation on real-valued convex functions of one real variable. The generalization of the Legendre transformation to affine spaces and non-convex functions is known as the convex conjugate (also called the Legendre–Fenchel transformation), which can be used to construct a function’s convex hull.
Neural Compression Models
November 14, 2022 compression
How to setup Canokey
November 13, 2022 Canokey GPG
因朋友的安利以及對加密技術的好奇,我前不久購買了剛剛製作完成的Canokey,但對與其設置和使用方法是一竅不通的,在朋友細心(手把手)指導下終於啓用了,現將其中設置過程以及對GPG的學習過程記錄與此。
Optimization
November 13, 2022 optimization
KKT Condition
How to build your website?
November 09, 2022 Cloudflare Hugo
In this blog, I will show you how to build your website using Hugo and Cloudflare. The theme I am using is papermod (e.g., example here) and it is builded via Cloudflare Pages. My website is here.

2020

PyTorch Notes
September 23, 2020 PyTorch
PyTorch