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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
高数知识点复习
Published:
复习。。。
一些数字图像处理知识
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记录一些数字图像处理的知识
Diffusion入门知识4—彻底搞懂扩散模型
Published:
在简单了解了diffusion基本原理之后，我们要对稍微深入一点了
Pytorch进阶之那些基础但重要的知识点二
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因为我在深度学习的上机中对于“冻结权重”这个相对常见的操作感到一脸懵逼，这还是在提醒我自己的torch并不熟练。
HandNeRF—建模位置驱动的交互双手
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一篇专注于交互双手的Nerf工作。
HandNerf
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人们总是去相信，他们愿意相信的；
相机成像基础知识补充
Published:
这篇blog补充一些3dv中相机成像，坐标转换balabala的知识
3dv入门—3D Gaussian Splatting
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听群友这样说，在3dv 2024会议上，3DGS一作讲论文的时候NeRF一作进来发现没位置了，还被关门外了
Pytorch进阶之那些基础但重要的知识点
Published:
如果只沉迷于无意义的炼丹，我们的编程水平会不可否认的越来越差的。
LLM入门3之初识llama2
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似乎LLM微调的终点是去做NLP算法工程师了？这样正好，反正cv也一点卷不动
OSR论文阅读1
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这篇博客介绍了我在阅读一系列有关于开集识别的论文时的笔记
一些数字信号处理知识
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由于我连最基本的离散傅里叶变换都不清楚了，因此我决定抽时间把里面用到的信号知识稍微记录一下
3dv入门—NeRF
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在漫威的Snap卡牌游戏中，升级卡牌的方式是这样的，2D->打破边框->3D->动画….
LLM入门2
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训练tokenizer更像是一种经典机器学习的统计模型,是确定性的，在代码中也是这样，更多的功夫要用在数据的处理和优化上。
LLM入门1之阅读综述论文
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这篇博客介绍了我在阅读论文Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond时的笔记
Diffusion入门知识3—初识扩散模型
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在推导完VAE之后，我们有信心对着Diffusion出发了
Diffusion入门知识2—熟悉VAE
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如果你跟VAE很熟，那你一定熟悉变分下界的推导吧
Diffusion入门知识1—初识VAE
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这篇博客介绍了我在入门diffusion时入门所学到的一些生成模型的的笔记
无人机复现
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这里记录了我复现浙江大学的项目Fast：Drone250,我独立完成了焊接,环境配置,程序烧录等步骤，下面是当时的一些记录。
Intel OpenBot复现
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这里记录了我复现Intel公司的项目OpenBot的经历
portfolio
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Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Mind the Gap: Multi-Level Unsupervised Domain Adaptation for Cross-scene Hyperspectral Image Classification
Published in Journal 1, 2024
This paper is about transfer learning.
Recommended citation: Mingshuo Cai, Bobo Xi. (2024). "Mind the Gap: Multi-Level Unsupervised Domain Adaptation for Cross-scene Hyperspectral Image Classification" TGRS. https://cfcys.github.io/paper/MLUDA.html
🤖nanoGPT-Tutorial-CN
Published in Journal 1, 2024
This project is a tutorial about GPT.
Recommended citation: Mingshuo Cai. (2024). "An Open-sourced Chinese Tutorial fo nanoGPT" Github. https://github.com/cfcys/nanoGPT-Tutorial-CN
talks
The Second Price of National Undergraduate Mathmatical Contest
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I participated in the 2022 years National Undergraduate Mathmatical Contest, and finally was awarded as the Second Price.
The First Prize in the College Student Statistical Modeling Competition
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I participated in the 2023 years National College Student Statistical Modeling Competition, and finally was awarded as the Second Price.
Honorable Mention in COMAP MCM/ICM 2023
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I participated in the 2023 years COMAP MCM/ICM Competition, and finally was awarded as Honorable Mention.
The First Price of National Undergraduate Mathmatical Modeling Contest(2022)
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I participated in the 2022 year’s National Undergraduate Mathmatical Modeling Contest, chose the topic of C, and finally was awarded as the First Price.
The Second Price of National Undergraduate Mathmatical Modeling Contest(2023)
Published:
I participated in the 2023 year’s National Undergraduate Mathmatical Modeling Contest, chose the topic of C, and finally was awarded as the First Price.
teaching
Study experience in Xidian
Undergraduate, Senior in Intelligent Science and Technology, School of Artificial Intelligence, Xidian University, 2023
I’m a third year undergraduate student from School of Artifical Intelligence, Xidian University. My research interest includes computer vision, remote sensing image processing, and the interpretability of AI Security.