[COMPSCI 180] Diffusion Models!
Part A: The Power of Diffusion Models! Part 0: Setup Results Comparison: Different Resolutions and Inference Steps The fol...[COMPSCI 180] Neural Radiance Field!
Part 0: Calibrating Your Camera and Capture a 3D Scan! Here is the 3D scan of my doggy! You can drag and scroll to explore d...[COMPSCI 180] Image Warping and Mosaicing
Overview Here we only demonstrate the first part of the project 3, which aims to implement the image warping and mosaicing p...[COMPSCI 180] Filters and Frequencies
Overview In this project, I explore some interesting features with regards to filters and frequencies and have produced some...[COMPSCI 180] Colorize the History
Overview This project focuses on colorizing historical black and white images by aligning three separate color channels (red...[COMPSCI 180] Camera will surely fool you
Part 1: Selfie: The Wrong Way vs. The Right Way I ask my friend to help take these photos for me. Photos are taken with Appl...All you need to know about RNN
Language Modeling Language modeling is the task of predicting the next word in a sequence. Pre-Neural Network Solutions: N-...KV Cache in one passage.
KV Cache KV Cache的存在本身是为了解决在Decoder模块中的Attention计算效率的问题：其核心思想是将Encoder模块计算得到的Key-Value对缓存起来，以便Decoder模块在计算Attention的时候直接使用缓存...Machine Learning Review Notes
Pattern Recognition and Machine Learning (PRML) focuses on traditional machine learning algorithms and their probabilistic interpretations.
Project Hub
Here I will constantly some of the projects I have been working on and the corresponding description of the projects. Currently, my interest mainly lies in the field Distributed System and Machine Learning. I am a participant for various super computing competition and I am thrilled to apply the power of supercomputer into solving some of the Machine Learning problems.
Jerry Xiao
Harry Potter
I solemnly swear that I am up to no good.｜