my cs notes
轻量、快速的zsh
VSCode 远程开发不完全指南
Jeremy howard (fast.ai 创始人)等人收集的关于 CUDA 学习的资料库: https://github.com/cuda-mode/resource-stream
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
HfArgumentParser
基于 LLaMA-Efficient-Tuning 对大模型进行 SFT： 数据是如何加载的
LLM Powered Autonomous Agents
[2023.09.21] LongLoRA: Efficient Fine-Tuning of Long-Context Large Language Models
Bert 模型架构
Bert Embedding
如何处理海量单词
BertModel output
BertEncoder Self Attention
Bert 中的 add & norm 和残差连接
Bert pooler
Bert For Masked LM
向量搜索引擎
Facial Expression Recognition
[BMVC 2023] Prompting Visual-Language Models for Dynamic Facial Expression Recognition
[AAAI 2023] Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild
[ACM MM 2023] Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition
[Nature Machine Intelligence 2021] Estimation of continuous valence and arousal levels from faces in naturalistic conditions
[MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification
[NIPS 2022] CARD: Classification and Regression Diffusion Models
[ECCV 2020] Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues
不确定性决策与感知跟踪任务调研
2023/2022 AI City Challenge MTMCT 赛道调研
2022 Track1: Multi-Camera Vehicle Tracking System for AI City Challenge 2022 (京东方亚军队伍)
2023 Track1: Enhancing Multi-Camera People Tracking with Anchor-Guided Clustering and Spatio-Temporal Consistency ID Re-Assignment (华盛顿大学冠军队伍)
MOT 算法分类介绍
大模型（LLMs）面试
CMU 15-213 : Introduction to Computer Systems ( CSAPP )
CS 61A : Structure and Interpretation of Computer Programs
CS61A course repository
Scheme 解释器中尾递归优化的实现
CS61B course repository
CS 61C: Great Ideas in Computer Architecture (Machine Structures)
CS61C course repository
CS 110L: Safety in Systems Programming
CS110L course repository
CMU 15-445 : Intro to Database Systems
PostgreSQL 编译安装与 VSCode 调试
CS 144 : Introduction to Computer Networking
Lab Checkpoint 0: networking warmup
Lab Checkpoint 1: stitching substrings into a byte stream
Lab Checkpoint 2: the TCP receiver
Lab Checkpoint 3: the TCP sender
Lab Checkpoint 4: the TCP connection
Lab Checkpoint 5: the network interface
Lab Checkpoint 6: building an IP router
Lab Checkpoint 7: putting it all together
MIT 6.S081: Operating System Engineering
MIT6.S081 course repository
MultiModal Machine Learning Tutorial
Introduction
Challenge 1: Representation
Challenge 2: Alignment
Challenge 3: Reasoning
Challenge 4: Generation
Challenge 5: Transference
Challenge 6: Quantification
LeetCode 热题 100
基础算法
数据结构
搜索与图论
数学知识
动态规划
贪心
时空复杂度分析
Web Development for Beginners - A Curriculum
course repository
课程简介